# Aaron Bergman's tweets, February 2025

Every public tweet, reply, quote tweet and retweet that Aaron Bergman (@AaronBergman18 on X, formerly Twitter) posted in February 2025 and has not deleted: 641 posts, oldest first, times in UTC. Each heading links to the original post on X. When Aaron replies to or quotes someone, their tweet appears as a blockquote with their name; those words are theirs, and everything outside the blockquotes is Aaron's.

This page is one month of [the complete archive of Aaron Bergman's tweets](https://abergman.com/tweets), which updates automatically every few hours. Previous month: [January 2025](https://abergman.com/tweets/2025-01). Next month: [March 2025](https://abergman.com/tweets/2025-03).

## Saturday, February 1, 2025

### [Tweet, 05:11 UTC](https://x.com/AaronBergman18/status/1885556665363177801) · 2 likes

So good, inject it into my veins

![Image](https://pbs.twimg.com/media/GirXy16WwAApcb3.jpg)

### [Thread, continued, 05:11 UTC](https://x.com/AaronBergman18/status/1885556667665863165) · 1 like

https://joecarlsmith.com/2025/01/28/fake-thinking-and-real-thinking

### [Thread, continued, 05:11 UTC](https://x.com/AaronBergman18/status/1885556669297434831) · 2 likes

Things I’ve “really” (ie really under this framework) thought about for more than a few minutes:

\- What total utilitarianism means and implies
\- Hard problem, especially illusionism about consciousness
\- ELK AI challenge
\- Sleeping beauty problem

### [Tweet, 05:11 UTC](https://x.com/AaronBergman18/status/1885556670824054976) · 1 like

I’m almost certainly forgetting stuff from a long time ago, but I doubt I’m forgetting more than 1-3 things over the last few years

“Really” thinking about stuff for a fair amount of time feels quite rare

### [Thread, continued, 05:11 UTC](https://x.com/AaronBergman18/status/1885556672619286927) · 1 like

With the utilitarianism stuff in particular, I kinda wanna claim “listen, I know you’ve thought about this and are a smart person, but its likely I’ve thought about it in a qualitatively different (and epistemically superior) way than you”

### [Quote tweet, 05:15 UTC](https://x.com/AaronBergman18/status/1885557492232396962) · 13 likes

Not as TVogenic as January 6 but uh this seems like a constitutional crisis (probably not alone tbc, but like the executive branch simply and illegally ignoring congress)

> **Quoting Kelsey Piper (@KelseyTuoc):** Leaving millions of people to die via an unconstitutional stop-work order is in fact by far the most important thing this administration has done, even if it's not the most flashy. We are abandoning to death people we could easily help and, no, that's not good for America.

### [Thread, continued, 05:15 UTC](https://x.com/AaronBergman18/status/1885557494316978630) · 5 likes

Call it Trump derangement syndrome, fine, I think derangement is the right response. Trump is really that bad, and in a saner world he would be impeached

### [Quote tweet, 06:05 UTC](https://x.com/AaronBergman18/status/1885570122842038762) · 192 likes

It makes sense to use stimulants to be at your best and sharpest during high stakes moments

![Image](https://pbs.twimg.com/media/GirkCEnWsAAFXY2.jpg)

> **Quoting Dissproportionately (@dissproportion):** It isn’t even about whether Zyn is unhealthy. It’s about whether RFK is too stupid and weak to make it through \*a senate hearing\* without popping one. Come on.
>
> [image attached](https://pbs.twimg.com/media/GipkIM5WwAApUYy.jpg)

### [Thread, continued, 06:05 UTC](https://x.com/AaronBergman18/status/1885570126168133893) · 20 likes

Not an RFK fan (but I am a stimulant fan)

### [Reply to @allgarbled, 06:07 UTC](https://x.com/AaronBergman18/status/1885570582466514966) · 67 likes

> **gabe (@allgarbled):** Women love it when you tell them to be at a place at a time

I have learned this. They really want you to plan dates. They don’t wanna just ride the vibes and wind

🤷‍♂️

### [Tweet, 06:08 UTC](https://x.com/AaronBergman18/status/1885570809051185595) · 6 likes

Orange man bad

### [Reply to @DimitrisPapail, 19:30 UTC](https://x.com/AaronBergman18/status/1885772802940170583) · 2 likes

> **Dimitris Papailiopoulos (@DimitrisPapail):** Reasoning models tend to yap longer when they are wrong, making it a useful signature for auto-verification
>
> (quoting @AlexGDimakis: Discovered a very interesting thing about DeepSeek-R1 and all reasoning models: The wrong answers are much longer while the correct answers are much shorter. Even on the same question, when we re-run the model, it sometimes produces a short (usually correct) answer or a wrong…)

Is this just a proxy for the question being harder?

### [Reply to @livgorton, 19:57 UTC](https://x.com/AaronBergman18/status/1885779508407480684) · 2 likes

> **Liv (@livgorton):** i’m so glad my toe socks will arrive in time for valentine’s day. thanks amazon.
>
> [image attached](https://pbs.twimg.com/media/Giuh7OSasAAoGJd.jpg)

😊

### [Tweet, 20:38 UTC](https://x.com/AaronBergman18/status/1885789815792148711) · 302 likes

I feel like the 40/5 (40% of the gains, 5% of the difficulty) of “Pause AI” is “Stop Sam Altman”

He high key appears to be an extremely competent, powerful, and charismatic supervillain

### [Reply to @mattyglesias, 20:40 UTC](https://x.com/AaronBergman18/status/1885790429494268290) · 36 likes

_(The tweet being replied to by @mattyglesias is no longer available.)_

Sad but true. I wonder if there’s a general lesson here

### [Reply to @a_real_society, 21:29 UTC](https://x.com/AaronBergman18/status/1885802749473829070) · 3 likes

> **society (@a_real_society):** As a high school and college dropout I don't get the obsession with trades, people always focus on the top outcomes for trades but if an average person can get a somewhat useful degree they're going to be better off doing that and getting an office job
>
> (quoting @BiblicalBeauty: No smart aleck responses, please… What trades are there that a young single woman could learn that could actually make good money without getting a college degree? I want my sons to begin learning things like construction, welding, electrical work, etc., as they get older, but…)

There’s gotta be a narrow sliver of people who would not do well in college, would do well in trades, and (biggest filter) \*can competently parse the arguments for each and how they apply to themselves, in high school\*

Cc @JesseTayRiver

### [Reply to @JesseTayRiver, 21:42 UTC](https://x.com/AaronBergman18/status/1885806003649749342) · 5 likes

> **Jesse Smith (@JesseTayRiver):** Heading to a bat mitzvah. I don't remember who it's for and I've exceeded a reasonable number of times I can ask (~10). What's my next play?

Ask Claude what to do

### [Reply to @Yoshua_Bengio, 21:45 UTC](https://x.com/AaronBergman18/status/1885806671345131792) · 40 likes

> **Yoshua Bengio (@Yoshua_Bengio):** A few reflections I had while watching this interview featuring @geoffreyhinton:
>
> It does not (or should not) really matter to our safety whether you want to call an AI conscious or not.
>
> 1⃣We won't agree on a definition of 'conscious', even among the scientists trying to figure it out.
>
> 2⃣What should really matter are questions like:
> ▶️Does it have goals? (yes).
> ▶️Does it plan (i.e. create subgoals)? (yes).
> ▶️Does it have or can it develop goals or subgoals that may be detrimental to us (like self-preservation, power-seeking)? (yes, already seen in recent months with experiments with OpenAI's and Anthropic's models).
> ▶️Is it willing to lie and act deceptively to achieve its goals? (yes, seen clearly in the last few months in these and other experiments).
> ▶️Does it have knowledge and skills that could be turned against humans? (more and more, see comparisons of GPT-4 vs humans on persuasion abilities, recent evaluations of o1 on bioweapon development knowledge).
> ▶️Does it reason and plan over a long enough horizon to be a real threat if it wanted? (not yet, but we see the planning horizon progressing as AI labs pour billions into making AI more agentic, with Claude currently better than humans at programming tasks of 2h or less for a human, but not as good for 8h and more, already).
>
> See https://arxiv.org/abs/2412.04984, https://arxiv.org/abs/2412.14093 and https://metr.org/blog/2024-11-22-evaluating-r-d-capabilities-of-llms/ for all the details.
>
> https://www.youtube.com/watch?v=vxkBE23zDmQ

It mostly doesn’t matter for traditional notions of “safety,” true, but it matters tremendously for intrinsic/ethical reasons

### [Reply to @davidad, 21:46 UTC](https://x.com/AaronBergman18/status/1885806852929122722) · 2 likes

> **davidad 🎇 (@davidad):** That’s the sense in which Yoshua says it does not really matter to our safety.
>
> That doesn’t mean it has no ethical significance.
>
> The issues are intertwined: the acceptability of containment techniques may depend on (folks’ best guess at) any subjective consequences for the AIs.
>
> (quoting @davidad: @jessi_cata @jd_pressman @AndrewCritchPhD This too seems a disguised query. The heart of the matter is whether AIs are entitled to membership in a human moral community and/or to rights under its social contract (or if not, what other status is apt—as many countries do offer…)

### [Reply to @mmt_lvt, 22:23 UTC](https://x.com/AaronBergman18/status/1885816211423867053) · 8 likes

_(The tweet being replied to by @mmt_lvt is no longer available.)_

I don’t really think “physical” is a natural category here - it’s all mediated by our brain, even though for evolutionary reasons our brain “says” that often pain is located somewhere on our bodies

It’s not hard to imagine pain and other types of suffering in disembodied minds

### [Thread, continued, 22:23 UTC](https://x.com/AaronBergman18/status/1885816355422679041) · 11 likes

I certainly hope you’re right and AIs can’t suffer, but I think we’re so radically unsure about the nature of sentience that it’s very hard to be ~certain of anything

### [Thread, continued, 22:24 UTC](https://x.com/AaronBergman18/status/1885816614488023390) · 8 likes

Also plenty of human suffering isn’t usually considered “physical pain” eg severe depression

## Sunday, February 2, 2025

### [Tweet, 00:45 UTC](https://x.com/AaronBergman18/status/1885851957945831871) · 14 likes

25% tariff on Canada (???) shows that you basically can’t model Trump through the intentional stance

He just does things, in the same way he just says random bullshit that doesn’t bear at all on the truth or his (past, present, and future) behavior

### [Reply to @austinc3301, 00:50 UTC](https://x.com/AaronBergman18/status/1885853366468645166) · 21 likes

> **Agus 🔸 (@austinc3301):** Why do you think Musk is worse?

Setting aside who’s heart is closer to Moral Truth, Altman seems way more strategic, ambitious, and less honest in a way that makes him more dangerous

Like Musk has some bad takes on public policy but he just tweets those

### [Thread, continued, 00:52 UTC](https://x.com/AaronBergman18/status/1885853875405521162) · 9 likes

Society kinda knows how to deal with rich people with bad takes

Altman is sui generis

### [Reply to @StefanFSchubert, 00:54 UTC](https://x.com/AaronBergman18/status/1885854259893166553) · 2 likes

> **Stefan Schubert (@StefanFSchubert):** Afaik he’s long been in favour of tariffs, so I’m not sure it’s that random

Not totally random but I don’t think this pops naturally out of a goals/means/end/rational actor model

### [Reply to @austinc3301, 01:00 UTC](https://x.com/AaronBergman18/status/1885855731351453905) · 6 likes

> **Agus 🔸 (@austinc3301):** Aaron they literally just gave the rich person with bad takes insane amounts of political power

Yeah but even that is something the system is kinda familiar with

I guess my point is that if ~the system~ couldn’t basically handle Musk, it wouldn’t have survived cultural evolution, but this is not true for Altman

### [Reply to @eigenrobot, 01:01 UTC](https://x.com/AaronBergman18/status/1885855921177305416) · 14 likes

> **eigenrobot (@eigenrobot):** @AaronBergman18 5% is a massive underestimate imo

Maybe I’m just more pessimistic about how hard it would be to pause AI development

### [Reply to @mattyglesias, 04:02 UTC](https://x.com/AaronBergman18/status/1885901662193164669) · 3 likes

_(The tweet being replied to by @mattyglesias is no longer available.)_

They should at least give me the data so I can run some fun regressions

### [Reply to @tszzl, 06:19 UTC](https://x.com/AaronBergman18/status/1885936122624086092) · 23 likes

> **roon (@tszzl):** that’s a completely insane position tbh

Maybe 5% is too low

### [Reply to @justjoshinyou13, 06:24 UTC](https://x.com/AaronBergman18/status/1885937334954131582) · 19 likes

> **Josh You (@justjoshinyou13):** @AaronBergman18 I don't think he's that much more impactful than a replacement-level CEO

He founded OpenAI, convinced many smart people to donate a lot of money to it as a nonprofit and to work there as part of a noble project, gained enough social (?) capital to become unfirable, turned the lofty nonprofit into a for-profit

These aren’t normal CEO behaviors

### [Reply to @tszzl, 06:32 UTC](https://x.com/AaronBergman18/status/1885939215449444394) · 38 likes

> **roon (@tszzl):** what do you honestly think happens if openai falls over dead? everyone forgets about agi and moves on?

I mean to the very hazy story involves DeepMind and Anthropic basically being more responsible + cooperative actors both for idiosyncratic personnel reasons and bc you generally get more slack as the size of an oligopoly decreases

But more importantly, OpenAI wouldn’t fall over dead and Sama seems like a ~uniquely (bad\*competent) actor

It’s like Yud’s point about knowing that a grandmaster chess player will beat you even if you don’t know how; he has a pattern of deceptive and unsafe behavior that’s probably gonna continue even if I don’t know exactly what that looks like

### [Tweet, 22:16 UTC](https://x.com/AaronBergman18/status/1886176817414840727) · 52 likes

Steelman of every bad economic policy including tariffs is “less wealth -> less factory farming”

### [Thread, continued, 22:16 UTC](https://x.com/AaronBergman18/status/1886176821097501154) · 13 likes

I mostly don’t think this checks out but that might be cope

### [Quote tweet, 22:19 UTC](https://x.com/AaronBergman18/status/1886177667910635632) · 10 likes

What the fuck

> **Quoting Fermat's Library (@fermatslibrary):** From John Wallis, 1656
>
> [image attached](https://pbs.twimg.com/media/GiuT-y5XIAAUjIp.jpg)

## Monday, February 3, 2025

### [Quote tweet, 01:39 UTC](https://x.com/AaronBergman18/status/1886227891815657745) · 10 likes

Noooooooooooooooooooooo

> **Quoting Roman Hauksson-Neill (@RomanHauksson):** I showed up to the Schelling point meetup at the ticket booth of Reunion Tower at 12:00pm on Feb 1st and no one joined me :(
>
> [image attached](https://pbs.twimg.com/media/GizHV_pXMAA4oHR.jpg)

### [Reply to @adrusi, 02:06 UTC](https://x.com/AaronBergman18/status/1886234725439685092) · 2 likes

> **autumn (@adrusi):** wait
> with the elimination of the de minimis rule
> and probably like a hundred million frickin temu/etc parcels in transit
> customs is gonna be so clogged up that im NEVER getting my turkish antidepressants

Which drug 👀

### [Reply to @herchosenpath, 02:09 UTC](https://x.com/AaronBergman18/status/1886235530842579043) · 13 likes

> **Mama T🌻 (@herchosenpath):** I love animals so bad. Like how do you have this much personality? Dude smiled 😭
>
> [video attached](https://x.com/mamasathome_/status/1886102600057045433/video/1)

### [Quote tweet, 22:22 UTC](https://x.com/AaronBergman18/status/1886540901238866322) · 24 likes

The “little boys” meme is kinda dumb because I think the actual objectionable thing here is the fact that a handful of people who were never confirmed by the senate have an unusual amount of power

> **Quoting rohit (@krishnanrohit):** Mutual is running the DOGE audit of the entire federal govt. This timeline is crazy!
>
> [image attached](https://pbs.twimg.com/media/Gi1paIwbwAAp89d.jpg)
> [image attached](https://pbs.twimg.com/media/Gi1paJlacAA_9LM.jpg)

### [Thread, continued, 22:22 UTC](https://x.com/AaronBergman18/status/1886540903969657050) · 3 likes

The ideal age for this kind of thing, at some optimal combination of crystallized and fluid intelligence is, what, like 40?

So 25 or whatever isn’t ideal, but American society including government is largely a gerontocracy…

### [Thread, continued, 22:22 UTC](https://x.com/AaronBergman18/status/1886540906133684718) · 3 likes

So honestly, 20-25 kinda sounds like 70-75 in terms of “distance from ideal age”

And nobody objects to 73 year olds having huge amounts of political power (although maybe they should)

### [Reply, 23:20 UTC](https://x.com/AaronBergman18/status/1886555338104824057) · 1 like

Idk enough about the situation; I’m not claiming it’s illegal. Plausibly norm breaking but not even sure about that

### [Tweet, 23:26 UTC](https://x.com/AaronBergman18/status/1886556984696058104) · 6 likes

Does anyone have a Deep Research output they care to publish/share yet?

At some level of quality it’s worth it for me, but $200/mo isn’t trivial

## Tuesday, February 4, 2025

### [Reply to @AndyMasley, 03:19 UTC](https://x.com/AaronBergman18/status/1886615650933625233) · 8 likes

> **Andy Masley (@AndyMasley):** I do start to notice how many people (myself included) sometimes feel like they're just doing next token prediction in conversations. If they use the word "Bolster" or begin any sentence with "But I mean look here's the thing" it's a dead giveaway.

Oh yeah I absolutely do this

But I do think that at least some of the time I’m doing something different, like there are 2 systems that I can use (next token prediction is the default/majority one tho)

### [Reply to @robbensinger, 03:43 UTC](https://x.com/AaronBergman18/status/1886621557499306320) · 3 likes

> **Rob Bensinger ⏹️ (@robbensinger):** If you personally got hooked by the first Sequences post you read: what hooked you?
>
> If you personally bounced off the first Sequences post you read: what made you bounce off?

I think I bounced off because it’s so long

I liked the 5% that I listened to, just not enough (evidently) to want to listen to ~50 hours

Maybe this is ~irrational~ though and I should suck it up

### [Reply to @DavidSartor0, 05:39 UTC](https://x.com/AaronBergman18/status/1886650684033863683) · 2 likes

> **David Sartor (@DavidSartor0):** @trevposts @AndyMasley I'll look out for this one.

I’ll also look out for this classic example

### [Tweet, 06:09 UTC](https://x.com/AaronBergman18/status/1886658431626383531) · 28 likes

Feeling doomy on many levels :(

### [Reply to @izzyz, 06:11 UTC](https://x.com/AaronBergman18/status/1886658925358915599) · 3 likes

> **izzy (@izzyz):** @AaronBergman18 we're all in this together

Well sorta…

### [Reply to @izzyz, 06:24 UTC](https://x.com/AaronBergman18/status/1886661993832362337) · 2 likes

> **izzy (@izzyz):** @AaronBergman18 what are you ruminating on?

Not a complete answer but I think it’s more likely than not that AI takeover happens and this is getting less and less abstract by the day

US Federal government stuff feeds into this but also kinda sucks on its own

Also personal stuff I don’t feel like spelling out in detail rn

### [Thread, continued, 06:26 UTC](https://x.com/AaronBergman18/status/1886662704196387146) · 6 likes

But the first thing is personal too tbc

Iirc Paul Christiano said on a podcast that he thought he was 50% likely to die from AI but that the potential upside made the whole situation positive EV

I kinda feel the same but wish I had like 20 or 30 more years to do stuff first lol

### [Reply to @Hayes_Inc, 06:36 UTC](https://x.com/AaronBergman18/status/1886665220526932438) · 2 likes

> **matt 🕊️⏸️ (@Hayes_Inc):** p(doom) is prob like 80%+ at a minimum, but hey, go chiefs

👍

### [Reply to @zinniaa_3, 07:53 UTC](https://x.com/AaronBergman18/status/1886684420867752376) · 363 likes

_(The tweet being replied to by @zinniaa_3 is no longer available.)_

It was a fucking genocide, this was unironically very based

![Image](https://pbs.twimg.com/media/Gi7Ze2QWsAAW9Vz.jpg)

### [Tweet, 14:27 UTC](https://x.com/AaronBergman18/status/1886783526156087405) · 4 likes

The whole irony of Elon and DOGE is that, empirically, the most successful/effective organizations (eg FAANG) pay a good number of people a large amount of money, along with very nice working conditions and other perks, to attract top talent

### [Thread, continued, 14:27 UTC](https://x.com/AaronBergman18/status/1886783528009961654) · 4 likes

There’s actually a legitimate, if difficult, project around making government work better - modernize public-facing tech, grease the wheels of congressionally-mandated bureaucracy, just implement the whole @IFP gov reform wishlist

### [Thread, continued, 14:27 UTC](https://x.com/AaronBergman18/status/1886783529574453331) · 3 likes

But DOGE \*isn’t doing these things\*

It’s taking the same strategy that got Twitter to lose 80% of its valuation and applying it naively to the federal government

### [Thread, continued, 14:27 UTC](https://x.com/AaronBergman18/status/1886783532946575726) · 3 likes

Luckily Elon isn’t CEO and owner of the federal government, so it won’t be as catastrophic, but it’s a matter of degree rather than kind

### [Reply, 15:01 UTC](https://x.com/AaronBergman18/status/1886792189147009278) · 1 like

I mean there are policy levers to increase demand for labor (a public choice/political economy problem is that businesses want plentiful cheap labor tho)

### [Quote tweet, 15:12 UTC](https://x.com/AaronBergman18/status/1886794929814245611) · 14 likes

If you follow this line of reasoning seriously, you get to “why is OpenPhil spending money so slowly?”

Not sure what comes after that

> **Quoting Peli Grietzer (@peligrietzer):** Do any '90% credence in ASI in 2 years' people want me to loan them $200 today and pay me $2,000 in 2 years?

### [Reply, 15:14 UTC](https://x.com/AaronBergman18/status/1886795353606738410) · 1 like

@RafaRuizdeLira

### [Quote tweet, 15:27 UTC](https://x.com/AaronBergman18/status/1886798678083395632) · 6 likes

Democrats: \*pay lip service to “AAPI awareness” or whatever and then work to systematically disadvantage Asians throughout American society purely on the basis of race\*

Asians: \*move right\*

Democrats:

![Image](https://pbs.twimg.com/media/Gi9BZauWEAARzDr.jpg)

> **Quoting Josh Barro (@jbarro):** Asian voters now significantly more Republican than white voters in NYC

### [Quote tweet, 15:35 UTC](https://x.com/AaronBergman18/status/1886800862246244577) · 14 likes

Why do we see a clear east-west pattern?

Naively I’d guess if anything it would be north-south bc men prefer colder climates

> **Quoting M. Nolan Gray 🥑 (@mnolangray):** @finnawinna474 Only major straight dating market west of the Mississippi where men have an advantage.
>
> [image attached](https://pbs.twimg.com/media/Gi899sUXUAAyVaP.jpg)

### [Reply to @pingthebird, 15:45 UTC](https://x.com/AaronBergman18/status/1886803335266681029) · 2 likes

_(The tweet being replied to by @pingthebird is no longer available.)_

I had similar levels 6 years ago. Welcome to TRT! (Now I’m at 530 natural)

### [Reply to @beala, 15:55 UTC](https://x.com/AaronBergman18/status/1886805894836502725) · 3 likes

> **Alex Beal 🆎 (@beala):** Wait does trt raise your natural level after discontinuing?

I don’t think reliably, my situation was more complex and pretty atypical

### [Reply to @beala, 16:02 UTC](https://x.com/AaronBergman18/status/1886807480866378090) · 2 likes

> **Alex Beal 🆎 (@beala):** If you're comfortable saying, curious if you went thru your GP or some clinic. Thinking about doing this myself.

Normal pediatric endocrinologist

I was at 18ng/dl which is so severely low that anyone would treat. In many ways it’s better to be super low than borderline

### [Thread, continued, 16:02 UTC](https://x.com/AaronBergman18/status/1886807529268588891) · 3 likes

I was 18 but still seeing pediatric

### [Reply to @beala, 16:05 UTC](https://x.com/AaronBergman18/status/1886808252152779222) · 3 likes

> **Alex Beal 🆎 (@beala):** Thanks yeah this is my problem. 10 years ago I was borderline and an endocrinologist looked at me like I was crazy when I asked. I'm older now tho so maybe it's lower.

If you have the money and are consistently borderline, clinic may be the way to go

### [Tweet, 16:13 UTC](https://x.com/AaronBergman18/status/1886810429889884240) · 131 likes

I’m tempted to be negatively polarized into supporting USAID unconditionally but my (uncertain, not super informed) sense is that probably 90% of the programs are useless?

Like maybe just do cash transfers lol

### [Thread, continued, 16:13 UTC](https://x.com/AaronBergman18/status/1886810432196755885) · 26 likes

Ofc if it’s all or nothing I’ll stand by USAID, in general resource transfers to poor countries are probably good, but the left should take a look at this “effective altruism” thing for inspiration and an ungodly amount of research on the efficacy of various programs to help the poor

### [Reply to @pingthebird, 16:19 UTC](https://x.com/AaronBergman18/status/1886811757479412010) · 5 likes

_(The tweet being replied to by @pingthebird is no longer available.)_

Ah, idk shit about trans stuff but good luck!

### [Reply to @panickssery, 17:02 UTC](https://x.com/AaronBergman18/status/1886822682206863814) · 4 likes

> **Arjun Panickssery (@panickssery):** @AaronBergman18 90% of USAID being useless according to your view would mean that the good that comes from PEPFAR is costing American taxpayers $35-45B
>
> How does that promote long-term utility (even leaving aside the other concerns about the scope of government/obligations to its own citizens)

Long term utility? Like long long term, none of this matters

But that’s $40k/life saved (assuming the $40B thing is annual?) plus a lot of suffering prevented besides

A better buy of human welfare than almost anything the government does\*

### [Tweet, 18:00 UTC](https://x.com/AaronBergman18/status/1886837248747880762) · 9 likes

O3-mini-high: here’s a number

Me: you made up the source for this number

o3-mini-high: no I didn’t, \*tells me that I gave it that number to work with\*

\[o3 was right, I was wrong, it’s over\]

### [Reply to @SpacedOutMatt, 18:23 UTC](https://x.com/AaronBergman18/status/1886843072790622642) · 19 likes

_(The tweet being replied to by @SpacedOutMatt is no longer available.)_

based, I have been informed in DMs that my original take is pretty bad and it's much closer to 50% cash transfer-equivalent

I am inclined to defer to this

As always, best way to get a right answer is to poast wrong answer

### [Reply to his own earlier tweet, 18:24 UTC](https://x.com/AaronBergman18/status/1886843252545876326) · 18 likes

> **Aaron Bergman, February 4, 2025:** Ofc if it’s all or nothing I’ll stand by USAID, in general resource transfers to poor countries are probably good, but the left should take a look at this…

Ok maybe it's good actually

### [Reply to @pitdesi, 19:42 UTC](https://x.com/AaronBergman18/status/1886863029914231210) · 342 likes

> **Sheel Mohnot (@pitdesi):** Obvs there is a lot of waste out there. This sounded crazy so I looked into it, turns out it's NBD
>
> The money went to a lot of different research, part of which was $1,000 to measure how shrimp respond to changes in water quality with a treadmill.
>
> Enjoy the video!
>
> [video attached](https://x.com/pitdesi/status/1886642596296229365/video/1)
> (quoting @Realalexstone: THREE. MILLION. TAX. PAYER. DOLLARS. WAS. USED. TO. STUDY. HOW. FAST. SHRIMP. CAN. RUN. ON. A. TREADMILL. You’ve gotta be kidding me.)

I don’t know what the treadmill was for specifically, but knowing how water quality affects shrimp is actually a super important question

![Image](https://pbs.twimg.com/media/Gi977OMWAAASRhx.jpg)

### [Thread, continued, 19:43 UTC](https://x.com/AaronBergman18/status/1886863080963105210) · 1 like

https://www.shrimpwelfareproject.org/shrimp-welfare-report

### [Tweet, 22:09 UTC](https://x.com/AaronBergman18/status/1886899869811425760) · 11 likes

Simulator interns pitching simulation 48391014-Ω-φ: “…and last but not least, Donald Trump is gonna be president during the singularity”

![Image](https://pbs.twimg.com/media/Gi-dbpsXYAAKblG.jpg)

## Wednesday, February 5, 2025

### [Reply, 03:41 UTC](https://x.com/AaronBergman18/status/1886983531873579224) · 1 like

Lmao (I went to therapy in elementary school for exactly this)

### [Quote tweet, 04:17 UTC](https://x.com/AaronBergman18/status/1886992415652827328) · 3 likes

Can’t we have a little liberalism, as a treat

> **Quoting Dan Lamothe (@DanLamothe):** Have verified that this memo circulating from West Point is real.
>
> H/T @PeterLucier
>
> [image attached](https://pbs.twimg.com/media/Gi_mfZhW8AAYgIb.jpg)

### [Reply to @JgaltTweets, 11:54 UTC](https://x.com/AaronBergman18/status/1887107646911562136) · 4 likes

> **JgaltTweets (@JgaltTweets):** 'Astronomers say that a newly identified space rock, potentially as big as a football field, has a better than 1% chance of crashing into Earth on Dec. 22, 2032.'
>
> https://www.npr.org/2025/02/02/nx-s1-5282071/asteroid-meteor-2024-nasa-earth

I don’t think we should be concerned about such speculative future risks

### [Reply to @liron, 12:09 UTC](https://x.com/AaronBergman18/status/1887111335260848191) · 4 likes

> **Liron Shapira (@liron):** Crazy how government speed went from slow to literally Elon Musk
>
> [image attached](https://pbs.twimg.com/media/GjAUafta4AAkUC4.png)

This is a pretty silly 1d axis

It’s not like the same things are happening but patents and leases are approved quicker

### [Reply to @Simeon_Cps, 12:21 UTC](https://x.com/AaronBergman18/status/1887114243335459290) · 5 likes

> **Sy (@Simeon_Cps):** Why has nobody trained a good model capable of saying "I don't know"? Is it that hard or is it just that nobody cares?

Idk what I’m talking about but isn’t this (mostly) not what you’d expect from naive scaling

Like the whole paradigm is that models fake it and scaling helps them make it. Or in more neutral language, they give their (implicit) best guess at everything

### [Thread, continued, 12:23 UTC](https://x.com/AaronBergman18/status/1887114871336059345) · 2 likes

I say “mostly” bc I do think this should work for unknowable things like “what object is in my right hand”

From interacting with Claude, I get the sense that it doesn’t “really” know what it doesn’t know - it just says it might be hallucinating about topics it identifies as niche regardless of true represented internal confidence

### [Reply to @demiurgently, 14:57 UTC](https://x.com/AaronBergman18/status/1887153456827306089) · 8 likes

> **sydney (@demiurgently):** remember: the only thing standing between you & everything you’ve ever wanted is the right note taking app

Ok not \*everything\* but high quality transcription and LLM processing does open up workable voice notes

This is like a real thing

### [Tweet, 16:25 UTC](https://x.com/AaronBergman18/status/1887175744322707767) · 48 likes

Wait deep research only takes 5-10 minutes? Lol

They could probably make it seem more impressive by adding like an 8 hour meaningless pad on top to make it seem more effortful

### [Quote tweet, 16:43 UTC](https://x.com/AaronBergman18/status/1887180259902300213) · 11 likes

Among many other stupid things, one stupid thing is that this is effectively punishing researchers who may be totally un- or anti-woke but thought that including a few benign keywords would help get their totally legit research published

> **Quoting Darby Saxbe (@darbysaxbe):** 🚨BREAKING. From a program officer at the National Science Foundation, a list of keywords that can cause a grant to be pulled. I will be sharing screenshots of these keywords along with a decision tree. Please share widely. This is a crisis for academic freedom & science.
>
> [image attached](https://pbs.twimg.com/media/Gi58OJHbwAAi6Tj.png)

### [Thread, continued, 16:43 UTC](https://x.com/AaronBergman18/status/1887180262393446586) · 6 likes

Trump administration would have unfunded  the research undergirding GLP-1 agonists if one of the authors had pronouns in a formalities/citation bit somewhere

Literally doing policy via regex

### [Reply to @beala, 17:05 UTC](https://x.com/AaronBergman18/status/1887185887680761873) · 2 likes

> **Alex Beal 🆎 (@beala):** Submitted my publication bias research proposal and now my NSF account says this 😭😭😭
>
> [image attached](https://pbs.twimg.com/media/GjCgr4wbIAEaWrr.jpg)

Lol

### [Tweet, 18:15 UTC](https://x.com/AaronBergman18/status/1887203313613217872) · 4 likes

This is less ambitious than what @PauseAI and friends are calling for, but a somewhat more plausible ask is “pause (frontier) AI until the next POTUS election” or at least “no self-improving AGI” until than

### [Thread, continued, 18:15 UTC](https://x.com/AaronBergman18/status/1887203315668095398) · 2 likes

That’s like lengthening timelines by 2-3 years, something you might be able to do with the buy-in of like a single digit number of individuals

### [Thread, continued, 18:15 UTC](https://x.com/AaronBergman18/status/1887203317438160956) · 3 likes

I really don’t think Trump should be president during the singularity

### [Reply, 18:25 UTC](https://x.com/AaronBergman18/status/1887206019140624892) · 2 likes

I mean we’re talking about like 4-10 people (4 being Altman, Jensen Huang, Demis Hassibis, Dario Amodei) and it’s not clear why they’d care that it’s politicized; these are smart people who presumably don’t think highly of Trump

### [Reply to @AnthropicAI, 21:08 UTC](https://x.com/AaronBergman18/status/1887246842590863665) · 25 likes

> **Anthropic (@AnthropicAI):** Nobody has fully jailbroken our system yet, so we're upping the ante.
>
> We’re now offering $10K to the first person to pass all eight levels, and $20K to the first person to pass all eight levels with a universal jailbreak.
>
> Full details: https://hackerone.com/constitutional-classifiers
>
> (quoting @AnthropicAI: New Anthropic research: Constitutional Classifiers to defend against universal jailbreaks. We’re releasing a paper along with a demo where we challenge you to jailbreak the system.)

This is very cool but actually like an OOM lower than it seems to be worth

## Thursday, February 6, 2025

### [Reply to @bijibiji2023, 00:08 UTC](https://x.com/AaronBergman18/status/1887292252365435140) · 1 like

> **hoff 🧒🏻😻 (@bijibiji2023):** some of my cousins have this mindset. actually frightening how much they’ve deluded themselves with so little danger…
>
> (quoting @soulkhan: it is lowkey abusive to raise your kids with this level of instilled paranoia and delusion and all for the sake of protecting the moral deadend of our people)

I’m willing to believe that it exists but to the best of my knowledge I have literally never personally faced antisemitism irl

And online it’s been maybe a handful of DMs here over like 5 years (all by random anon accounts, idgaf)

### [Reply to @banterrealism, 00:18 UTC](https://x.com/AaronBergman18/status/1887294839345005036) · 3 likes

> **Sex Haver (@banterrealism):** Can someone steelman the position:
>
> “The population should NOT be educated and competent en mass”

I love steelmanning things like this. Here are some possibilities:

\- humans were better off before agriculture and you don’t get legit education without agriculture

\- education raises GDP which causes factory farming/AI doom

\- not super sure what competent means; arguably making people “competent” in general is just prohibitively difficult or impossible

\- an ideal world is hedonium/rats on heroin; education and competence are like totally irrelevant in this world

### [Tweet, 00:32 UTC](https://x.com/AaronBergman18/status/1887298212735631708) · 8 likes

Literal shower thought:

Entrepreneurship is really 2 things in a trench coat:

1\) innovation/object-level problem solving/creating goods and services

2\) doing the operational work of bringing together and coordinating multiple resources that won’t otherwise find each other

### [Reply to @catehall, 00:35 UTC](https://x.com/AaronBergman18/status/1887299032147443978) · 4 likes

> **Cate Hall 🔸 (@catehall):** I'm looking for potent examples of someone on Twitter just straightforwardly admitting they were wrong about something after encountering a good counterargument, rather than digging in. What examples of this have you seen?

Idk about potent but I’ve used the exact  phrase “I was wrong” a couple times here

### [Reply to @banterrealism, 00:57 UTC](https://x.com/AaronBergman18/status/1887304694176920036) · 3 likes

> **Sex Haver (@banterrealism):** @AaronBergman18 I also wasn’t marked gifted or whatever In elementary
>
> I was put in support classes

I mostly just mean that it’s such a vague word

Like what do you need to be able to do to be competent: tie your shoes? Change a tire? Build a durable shelter?

### [Reply to @cremieuxrecueil, 02:31 UTC](https://x.com/AaronBergman18/status/1887328216173441187) · 4 likes

> **Crémieux (@cremieuxrecueil):** I just saved an ODing hobo amputee

Based

### [Quote tweet, 04:12 UTC](https://x.com/AaronBergman18/status/1887353730065969246) · 16 likes

The more I think about it, the more I think 1780s-era morality is pretty much correct

![Image](https://pbs.twimg.com/media/GjE6NxZWEAAWels.jpg)

> **Quoting vitalik.eth (@VitalikButerin):** The more I think about it, the more I think 2013-era morality is pretty much correct:
>
> \* free speech good
> \* starting companies and making good products good
> \* monopolies bad, vendor lock-in bad
> \* democracy good
> \* greed bad
> \* trying to achieve national security through oppressing people bad
> \* cosmopolitan humanitarian values, caring about faraway people, etc good
>
> Things we've "learned" since then have been harmful more than helpful

### [Thread, continued, 04:12 UTC](https://x.com/AaronBergman18/status/1887353732813160653) · 2 likes

https://en.wikipedia.org/wiki/An_Introduction_to_the_Principles_of_Morals_and_Legislation

### [Thread, continued, 04:12 UTC](https://x.com/AaronBergman18/status/1887353734616744410) · 4 likes

(Obviously this is a utilitarianism joke, lots of terrible things were happening in 1780)

### [Quote tweet, 04:18 UTC](https://x.com/AaronBergman18/status/1887355155332440229) · 22 likes

God bless community notes

![Image](https://pbs.twimg.com/media/GjE7gslW8AAECpT.jpg)

> **Quoting Armand Domalewski (@ArmandDoma):** counterpoint:
>
> [video attached](https://x.com/ArmandDoma/status/1886904136312226278/video/1)

### [Reply to @the_wilderless, 04:19 UTC](https://x.com/AaronBergman18/status/1887355356524827129) · 23 likes

> **I (@the_wilderless):** Trust me I hate it too, but:
>
> walking around with headphones blocks your energy channels

Well sometimes I want my energy channels blocked

### [Reply to @martiniposting, 04:25 UTC](https://x.com/AaronBergman18/status/1887356864762974558) · 3 likes

> **lari (@martiniposting):** asked a man how often he gets a haircut and he said anywhere between 2 and 8 months

Real

### [Reply to @trevposts, 04:26 UTC](https://x.com/AaronBergman18/status/1887357238555082938) · 4 likes

> **Trevor Levin (@trevposts):** In terms of the amount of ignorance and incuriosity on display in the average thing I saw on here today, I think it was the dumbest day in the history of my twitter timeline.

Idgaf Travis

### [Reply to @br___ian, 05:01 UTC](https://x.com/AaronBergman18/status/1887365934316138709) · 2 likes

> **bri (@br___ian):** how young, how innocent the brian who asked this question was
>
> [image attached](https://pbs.twimg.com/media/GjEnSzHXMAAo3pD.jpg)

Solid prompt

### [Tweet, 06:53 UTC](https://x.com/AaronBergman18/status/1887394053982924971) · 11 likes

I’m kinda a fan of wokeness when it was articulated unironically as like “being aware of subtle prejudice”

### [Tweet, 15:52 UTC](https://x.com/AaronBergman18/status/1887529748366069874) · 3 likes

Interior design of the reception area is a 100% perfect indicator of how much VC money and/or tech money subsidization a given irl business has

### [Tweet, 16:00 UTC](https://x.com/AaronBergman18/status/1887531716513865787) · 27 likes

I really hope @CommunityNotes is training a model to predict note from tweet because that’s probably the best almost-ground-truth data you’re gonna get in complex and non formally-verifiable domains

### [Thread, continued, 16:00 UTC](https://x.com/AaronBergman18/status/1887531718292189635) · 4 likes

Ofc it’s an empirical question whether it generalizes better to judging arbitrary queries than eg Grok prompted well, but I expect it would

Cc @jaybaxter

### [Tweet, 17:17 UTC](https://x.com/AaronBergman18/status/1887551117153751081) · 6 likes

Headlines like this are funny bc you know if this is the worst they could dig up on a person, they’re relatively straight and narrow

![Image](https://pbs.twimg.com/media/GjHtvJpXEAEAH9n.jpg)

### [Thread, continued, 17:17 UTC](https://x.com/AaronBergman18/status/1887551119401812266) · 3 likes

No QT bc I’m blocked 🤷‍♂️

### [Reply to @jaybaxter, 17:33 UTC](https://x.com/AaronBergman18/status/1887555253442388242) · 4 likes

> **Jay Baxter (@jaybaxter):** Yeah, and the cool thing is anyone external can do this too if they use the API to get post text!

Notes data: free
GPUs: $100
X api: $585949910192466

Help my family is dying

### [Reply to his own earlier tweet, 18:02 UTC](https://x.com/AaronBergman18/status/1887562644405600709) · 4 likes

> **Aaron Bergman, February 6, 2025:** I really hope @CommunityNotes is training a model to predict note from tweet because that’s probably the best almost-ground-truth data you’re gonna get in…

If I do the data scraping I hope someone else will cook

### [Tweet, 18:32 UTC](https://x.com/AaronBergman18/status/1887570034328764730) · 4 likes

Dario is making alooooot of sense here

In a sane world this would be like the Mitt Romney position and you’d have more hawkish safety folks to the metaphorical left
https://www.chinatalk.media/p/anthropics-dario-amodei-on-ai-competition

### [Reply to @colinmegill, 18:33 UTC](https://x.com/AaronBergman18/status/1887570287165641133) · 2 likes

> **Colin Megill (@colinmegill):** @AaronBergman18 @jaybaxter @CommunityNotes Seriously

Dw I’ve got 8 parallel chrome windows scraping as we speak

### [Reply, 22:21 UTC](https://x.com/AaronBergman18/status/1887627724660887888) · 1 like

IME Claude sonnet is ~perfect

I did get it to fail once with a super high res complex technical diagram

### [Reply to @Meaningness, 22:38 UTC](https://x.com/AaronBergman18/status/1887632098720096635) · 3 likes

> **David Chapman (@Meaningness):** As the sages teach, cognitive decoupling is important and rare.
>
> When I say “philosophy is bad” or “preference falsification is common,” replies mistake that as waging a culture war battle.
>
> No, I meant only what I said. 🙄

🫡

### [Quote tweet, 22:55 UTC](https://x.com/AaronBergman18/status/1887636183003373635) · 20 likes

This is probably a steelman case of how “cancel culture” can work reasonably well:

voluntary resignation from some position after fair and accurate accusations that meaningfully indicate low confidence in the person’s ability to perform that position’s duties well

> **Quoting Jeff Stein (@jstein_sun):** Via the Wall Street Journal
>
> [image attached](https://pbs.twimg.com/media/GjIfaMpW0AA_o2C.jpg)

### [Thread, continued, 22:55 UTC](https://x.com/AaronBergman18/status/1887636185444421837) · 24 likes

I don’t think he should be blacklisted from everything forever, but yeah this sounds like an old fashioned racist who shouldn’t be in a policymaking position

### [Tweet, 23:01 UTC](https://x.com/AaronBergman18/status/1887637794774000031) · 7 likes

Maybe now would be a good time to retvrn to kidney market discourse

We have essentially a Pareto improvement policy lever that would also slash into 1% of the federal budget (that’s a lot) (the policy lever is kidney donor compensation and the budget item is dialysis)

### [Tweet, 23:05 UTC](https://x.com/AaronBergman18/status/1887638792409903383) · 83 likes

Underrated lens on Elon having political power is that you should expect whoever is in his shoes (hyper-wealthy, well-known) to have made a bunch of big bets and gotten lucky each time (this is a boring anthropics-adjacent take not a leftist anti-billionaire take)

### [Thread, continued, 23:05 UTC](https://x.com/AaronBergman18/status/1887638794054029633) · 36 likes

So basically we should expect whoever is empowered via a process of like

Step 1) become the richest person

to have an inflated sense of their own judgement and decisionmaking

A bunch of counterfactual Elons were just a bit too early or too late to have PayPal go big

### [Reply to @sixers2772, 23:33 UTC](https://x.com/AaronBergman18/status/1887645848584265969) · 11 likes

> **Sixers (@sixers2772):** Why would he have to have gotten lucky each time? I might agree, but am curious to hear your reasoning

Admittedly after a bunch of big wins you can get get away with smaller losses but if either PayPal or Tesla had basically failed or been small, I think it’s unlikely Elon would be a major public figure today (the kind of person salient enough for trump to appoint)

### [Reply to @sixers2772, 23:46 UTC](https://x.com/AaronBergman18/status/1887649077015265367) · 6 likes

> **Sixers (@sixers2772):** Potentially, if he's just super competent, he could have just started something else that would takeoff after those failed?
>
> An argument for him being very competent could be that he has succeded at a lot of things that generally one fails at

Yeah I think the second thing is basically true in a relative sense, but an \*unselected\* person of musk’s talent probably merely had say a 50% chance of founding any successful company instead of a 100% chance of founding 3-4 (or ~80% if you want the ex post outcome to be >50% of 3/3 wins)

(This is all made up numbers and a simplified model, I think the point still holds)

### [Reply to @sixers2772, 23:53 UTC](https://x.com/AaronBergman18/status/1887650837826097248) · 1 like

> **Sixers (@sixers2772):** "I am lucky+competent because I am successful"

I don’t fully understand what you’re saying. I totally agree success implies both luck and competence

Maybe it’s a little more complex than I initially implicitly thought bc it’s an empirical psychological question the degree to which people or Elon specifically adjust for things like the very concern I’m raising

But intuitively maybe there’s a partial adjustment but it doesn’t go all the way; like you should expect the world’s richest person to overestimate their own ability bc the human brain didn’t evolve in a context of 8b relevant humans, or maybe say 1k plausible contenders for richest person; maybe in the ancestral environment the analogous case had a population of like n=4

Idk if this makes any sense

## Friday, February 7, 2025

### [Reply to @liz_love_lace, 00:05 UTC](https://x.com/AaronBergman18/status/1887653960724717730) · 4 likes

> **Liz Lovelace (@liz_love_lace):** It's odd to me that doctors ask for your symptoms first, and then run diagnostics. Especially for things like bad knees. I feel like asking \*after\* would make you less likely to be subconsciously biased when you do the initial diagnostics

A huge function of doctors is gatekeeping expensive shit like MRIs

There are a few blood and urine tests that could be run like this though

### [Tweet, 00:26 UTC](https://x.com/AaronBergman18/status/1887659193173500130) · 8 likes

Those who donate >=10% of your income, what is (your best guess of) the net effect of donation on your hedonic quality of life

### [Thread, continued, 00:32 UTC](https://x.com/AaronBergman18/status/1887660750648578100) · 5 likes

I’m weirdly uncertain what the results are gonna be but this seems like a weirdly important question

I’ve recently updated towards “people making over like $100k actually are giving up real hedonic utility by donating, there’s not so much free lunch”

### [Reply to @justjoshinyou13, 00:50 UTC](https://x.com/AaronBergman18/status/1887665174456537374) · 2 likes

> **Josh You (@justjoshinyou13):** @AaronBergman18 (I'm 29)

Geriatric

### [Reply to @monke_io, 00:54 UTC](https://x.com/AaronBergman18/status/1887666183526109449) · 7 likes

_(The tweet being replied to by @monke_io is no longer available.)_

Is there even transgender theory? IME terms like that are 99% used by haters, 0.9% by legit academics, and 0.1% by actual trans people

Afaict very few trans ppl are interested in making strong metaphysical claims about what gender they “really” are, if that’s what u mean

### [Thread, continued, 00:54 UTC](https://x.com/AaronBergman18/status/1887666312224382996) · 7 likes

Like I can totally imagine having gender dysphoria and wanting to transition without changing any propositional beliefs

### [Reply to @monke_io, 01:11 UTC](https://x.com/AaronBergman18/status/1887670560278143104) · 6 likes

_(The tweet being replied to by @monke_io is no longer available.)_

I mean like many things, popular catchphrases aren’t best understood as analytic philosophy

I think you’re just applying way too philosophical a lens to what is mostly a question of pragmatic public policy and social norms

### [Thread, continued, 01:13 UTC](https://x.com/AaronBergman18/status/1887670895675650457) · 6 likes

Like who cares whether trans women “are” women in some fundamental sense? The relevant questions involve public policy and social norms, and I don’t think in any case these hinge on the answer to fundamental questions of metaphysics or the nature of personal identity

### [Thread, continued, 01:14 UTC](https://x.com/AaronBergman18/status/1887671257493115340) · 6 likes

FWIW I think the better understanding of eg a tweet that says “trans women are women” is basically just tribal affiliation and signaling (not necessarily bad things tbc), not advancing some substantive theory of the nature of gender

### [Reply to @monke_io, 01:15 UTC](https://x.com/AaronBergman18/status/1887671547101651351) · 1 like

_(The tweet being replied to by @monke_io is no longer available.)_

Oh lol. I guess I misinterpreted

### [Reply to his own earlier tweet, 02:13 UTC](https://x.com/AaronBergman18/status/1887686188732907885) · 5 likes

> **Aaron Bergman, February 6, 2025:** If I do the data scraping I hope someone else will cook

Update: I couldn’t resist so yeah should have a pretty nice dataset of 1.6M tweets and notes in a week of runtime. I’ll probably put it on GitHub and hope for the best

### [Quote tweet, 02:44 UTC](https://x.com/AaronBergman18/status/1887693826489250156) · 11 likes

Did everyone expect the entire civil service to just fall in line when faced with blatantly illegal executive orders?

Like not a single department head somewhere said “no sorry this is illegal I won’t physically do the thing”?

> **Quoting Will Stancil (@whstancil):** If DOGE shows up on your doorstep and orders you to do something, your response needs to be “On whose authority?” Because they do not have any more authority to do half this stuff than I do.

### [Thread, continued, 02:44 UTC](https://x.com/AaronBergman18/status/1887693828796064061) · 2 likes

Rule of law (like free speech) is about institutions and official mechanisms, yes, but it should also be something of a person-level value beyond and aside from that - one that sometimes comes into irreconcilable conflict with other values but still

### [Thread, continued, 02:46 UTC](https://x.com/AaronBergman18/status/1887694517941260292) · 2 likes

I don’t wanna trivialize losing one’s job, but the stakes aren’t \*that\* high here…

### [Thread, continued, 02:47 UTC](https://x.com/AaronBergman18/status/1887694542809268316) · 2 likes

The archetypal thing that comes to mind in this domain is like the soldier ordered to commit a war crime on the battlefield where the policy of whether to follow orders has immediate life-or-death stakes

### [Reply to @sullyj3, 02:57 UTC](https://x.com/AaronBergman18/status/1887697207261884733) · 3 likes

> **░▒▓▒░▒▓▒░▒▓▒░ (@sullyj3):** @JMannhart @AaronBergman18 What do you mean by well known among billionaires? like the super rich discuss these issues with each other? How do you know? This seems super interesting

Jonathan the secret is out

### [Quote tweet, 03:39 UTC](https://x.com/AaronBergman18/status/1887707702199021979) · 145 likes

Wait what the fuck

This is the answer to how airplanes fly. It breaks my model of the world in an equal and opposite way to airplanes themselves

They cancel out. Airplanes are real after all (or maybe I should update to petroleum being fake)

> **Quoting John Arnold (@johnarnold):** A single aircraft fueling hose delivers more joules of energy per minute than a nuclear power plant. The energy density of liquid fuels is incredible.
>
> [image attached](https://pbs.twimg.com/media/GjHG_COawAENprq.png)

### [Thread, continued, 03:40 UTC](https://x.com/AaronBergman18/status/1887707984429494547) · 16 likes

(o3-mini fact checked for me and said this is basically true although it’s close)

### [Thread, continued, 03:48 UTC](https://x.com/AaronBergman18/status/1887710054079480042) · 45 likes

In terms of flight time, a large nuclear plant could only support 8 large jets at once

I would have probably guessed like 10k

![Image](https://pbs.twimg.com/media/GjJ-SjgWEAACwID.jpg)

### [Reply to @IsaacKing314, 03:49 UTC](https://x.com/AaronBergman18/status/1887710198044774571) · 33 likes

> **Isaac King 🔎 (@IsaacKing314):** @AaronBergman18 Flying takes very little energy; you can glide for hours with none at all. It's the air resistance that's a problem, and equally so for cars.

Sad, we should get rid of all the air

### [Reply to @AFpost, 04:09 UTC](https://x.com/AaronBergman18/status/1887715270619247020) · 2 likes

> **AF Post (@AFpost):** Israeli PM Netanyahu gave Trump a “golden pager” during White House meeting.
>
> Follow: @AFpost
>
> [image attached](https://pbs.twimg.com/media/GjDNVhJbIAAlkFe.jpg)
> [image attached](https://pbs.twimg.com/media/GjDNVhHbIAEG1dW.jpg)

Bruh mossad has a 3d inside view with high quality audio of the White House fr

### [Reply, 04:18 UTC](https://x.com/AaronBergman18/status/1887717593970077970) · 5 likes

wtf why don’t they go faster

### [Tweet, 04:19 UTC](https://x.com/AaronBergman18/status/1887717881690911022) · 3 likes

Resist lib energy needs to retvrn

### [Reply, 04:24 UTC](https://x.com/AaronBergman18/status/1887718943856402855) · 10 likes

Lol sorry I meant why don’t nuclear plants burn uranium faster but that was not clear

### [Reply to @bijibiji2023, 17:01 UTC](https://x.com/AaronBergman18/status/1887909653801222501)

> **hoff 🧒🏻😻 (@bijibiji2023):** without insurance coverage I got T (re)prescribed to me within 2 hours of me scheduling an intake appointment at planned parenthood. from start —> T in my hands the process took 3 hrs and cost $300. which isnt cheap but doable for many.

Do you think it would be better if the process was a bit longer/harder?

### [Reply to @yhdistyminen, 17:14 UTC](https://x.com/AaronBergman18/status/1887912813630288295) · 47 likes

> **bob's burgers urbanist 🐿️ (@yhdistyminen):** I do not think stupid social media activity should ruin a kid's life, either. But I also don't think "not giving a kid unfettered access to sensitive government information" constitutes "ruining a kid's life."
>
> [image attached](https://pbs.twimg.com/media/GjM1yZqaQAIZAsi.jpg)
> (quoting @JDVance: Here’s my view: I obviously disagree with some of Elez’s posts, but I don’t think stupid social media activity should ruin a kid’s life. We shouldn’t reward journalists who try to destroy people. Ever. So I say bring him back. If he’s a bad dude or a terrible member of the team,…)

Correct take. It’s fine actually to infer from someone’s stated beliefs that they shouldn’t be trusted to do a thing

### [Quote tweet, 17:15 UTC](https://x.com/AaronBergman18/status/1887913095084838995) · 6 likes

It’s almost a little silly that this exists but I think in many cases the cost-benefit does check out (ie writing a public comment for some bill)

It’s not totally meaningless if regulators see an overwhelming level of concern from the most engaged citizens

> **Quoting sarah (@littIeramblings):** fyi, literally anyone with takes on what the US govt should be doing about AI can submit up to 15 pages of them using a link in the next tweet
>
> [image attached](https://pbs.twimg.com/media/GjMzc7-WQAEfAJF.jpg)

### [Reply to @vivian_belenky, 17:19 UTC](https://x.com/AaronBergman18/status/1887914202179772660) · 1 like

> **viv 🔸 (@vivian_belenky):** It didn't used to be this easy either. It used to be an enormous pain in the ass. And everyone hated it.

Yeah that sounds bad tbc

Idk I’m inclined to think this is fine tbc, but it’s not obvious to me that 3 hours start to finish is the ideal gatekeeping structure for major life changing decisions

### [Quote tweet, 17:25 UTC](https://x.com/AaronBergman18/status/1887915584761028959) · 3 likes

Yes great point, and I think the key difference is whether normal capitalist incentives apply

Housing, medicine, and government are extremely slow bc this is not the case

(I’m pretty sure I could get a couch today if I wanted)

> **Quoting David (@DavidSHolz):** sometimes it feels like there's 2 levels of services in the world, there's Uber, Amazon, IKEA, Instacart - everything in 30 minutes or next day - then you hit a wall - 2 months for a doctor, 6 months for a couch, 16 months for city permits - imagine everything running \*at speed\*

### [Reply to @vivian_belenky, 17:30 UTC](https://x.com/AaronBergman18/status/1887916907610656795) · 2 likes

> **viv 🔸 (@vivian_belenky):** In my experience transmasculine people agonize A Whole Lot about this decision and I know Quite A Few who opted (so far) not to do it for a variety of personal reasons. I am one such! In my experience, once you're in a place to make that decision, any gatekeeping is going to be just pointless frustration and waste.

Makes sense thx

### [Reply to @WillowChem, 17:32 UTC](https://x.com/AaronBergman18/status/1887917304010223998) · 2 likes

> **MagpAI (@WillowChem):** @AaronBergman18 @vivian_belenky @bijibiji2023 My general stance here is that if the state is facilitating a decision then it becomes legitimate for it to gatekeep it, as long as it does not artificially prevent you from making that decision without the help of the state

Yeah this sounds right but I’m not talking about law/public policy necessarily. Medicine is a central example of where/how “mere norms” made by civil society can be relatively important

### [Tweet, 20:15 UTC](https://x.com/AaronBergman18/status/1887958423599239240) · 10 likes

Using 539254264676 gallons of water and 10^21 FLOPs coursing through an alien shoggoth mind just to make this (I have SORA now)

[![Video thumbnail](https://pbs.twimg.com/ext_tw_video_thumb/1887958201556959232/pu/img/-2bxywMXnadR-V8K.jpg)](https://x.com/AaronBergman18/status/1887958423599239240/video/1) (video, plays on X)

### [Reply to @AndyMasley, 20:17 UTC](https://x.com/AaronBergman18/status/1887958996838949011) · 12 likes

_(The tweet being replied to by @AndyMasley is no longer available.)_

This is kinda insane tbh, I do not trust anyone to identify the True Bad Guys to this degree

### [Reply to his own earlier tweet, 20:18 UTC](https://x.com/AaronBergman18/status/1887959124970746044) · 4 likes

> **Aaron Bergman, February 7, 2025:** Using 539254264676 gallons of water and 10^21 FLOPs coursing through an alien shoggoth mind just to make this (I have SORA now)

Maybe it’s just FLOP

Plz don’t cancel

### [Reply to @AndyMasley, 20:24 UTC](https://x.com/AaronBergman18/status/1887960586270785717) · 9 likes

> **Andy Masley (@AndyMasley):** @AaronBergman18 I think people posting very directly racist stuff are the true bad guys

Yeah I agree object level, just don’t trust you or me, or anyone to be correct with enough confidence that I’d endorse sex offender-level consequences without sex offender-level process (eg full criminal trial level)

Or even if I did, I don’t trust society to identify who the Correct Identifiers are and never empower someone who thinks they’re Andy but with actually bad takes

### [Reply to @GjMcGowan, 21:02 UTC](https://x.com/AaronBergman18/status/1887970104140239272) · 6 likes

> **George McGowan (@GjMcGowan):** Very important to set up google alerts for your own name.
>
> Here is Nebraskan kindergartener George McGowan at a spelling bee.
>
> His drip is INSANE, wish I was as cool a George McGowan as him.
>
> [image attached](https://pbs.twimg.com/media/GjMAueLWgAAV5ZI.jpg)

Better dressed than I have ever been

### [Reply to @norabelrose, 21:19 UTC](https://x.com/AaronBergman18/status/1887974551377821849) · 5 likes

> **Taylor Belrose (@norabelrose):** Sparse autoencoders (SAEs) have taken the interpretability world by storm over the past year or so. But can they be beaten?
>
> Yes!
>
> We introduce skip transcoders, and find they are a Pareto improvement over SAEs: better interpretability, and better fidelity to the model 🧵
>
> [image attached](https://pbs.twimg.com/media/GjNrlf6aQAMrjh1.jpg)

@livgorton big if true

### [Tweet, 23:04 UTC](https://x.com/AaronBergman18/status/1888000874003267863) · 6 likes

Some of Trump and Elon’s shenanigans are illegal but I think I basically endorse “POTUS appoints high performing individual to change whatever within the bounds of the law, not tied to a cabinet position”

### [Thread, continued, 23:04 UTC](https://x.com/AaronBergman18/status/1888000875500548396) · 3 likes

Just call it “Secretary of Everything Else”

Over the 1-2 decades, failure to govern/do anything at all has been a much bigger problem than overzealous governing

### [Thread, continued, 23:04 UTC](https://x.com/AaronBergman18/status/1888000876825989396) · 4 likes

With hindsight, Obama should have done this the minute the Merrick Garland SCOTUS nomination was blocked; play nice with norms until the other side defects

Well that was a defection, and unfortunately Democrats basically did nothing at all in response

### [Thread, continued, 23:06 UTC](https://x.com/AaronBergman18/status/1888001467212349644) · 2 likes

Maybe all this is moot because of the singularity, but if not, I don’t think it would be crazy to basically set aside like 1% of the federal budget for the presidential administration to use basically however (again within the bounds of the law), or even more

### [Reply to @halcyon_hazel, 23:52 UTC](https://x.com/AaronBergman18/status/1888012925131960475) · 3 likes

> **❤️‍🔥 hazel ❤️‍🔥 (@halcyon_hazel):** @vivposts iirc congress has to approve compacts?

Ya https://en.m.wikipedia.org/wiki/Interstate_compact

### [Thread, continued, 23:56 UTC](https://x.com/AaronBergman18/status/1888014118088753513) · 2 likes

Wait it sounds like maybe the better interpretation is “states can do whatever they want, but the federal government won’t enforce contracts between states the way that states do to individuals”?

## Saturday, February 8, 2025

### [Quote tweet, 02:02 UTC](https://x.com/AaronBergman18/status/1888045666422685712) · 4 likes

Possibly a some free lunch if many people don’t donate and yet 78% of donors think that donation hasn’t left them worse off (contrary to a basic economic-psychological model of welfare and consumption)?

n=65

![Image](https://pbs.twimg.com/media/GjOvhuqWYAACq67.jpg)

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** Those who donate >=10% of your income, what is (your best guess of) the net effect of donation on your hedonic quality of life

### [Tweet, 02:02 UTC](https://x.com/AaronBergman18/status/1888045669237010638)

I was gonna say “If everyone was altruistic, calibrated, interested only in hedonic wellbeing, and rational, 100% of donors would have answered “negative”, but in fact only 22% did”

But…

### [Thread, continued, 02:02 UTC](https://x.com/AaronBergman18/status/1888045670747033769) · 3 likes

It’s totally possible, and seems plausible, that even among donors who answered “positive”, the effect of the last, marginal donated dollar (ie 9.99% -> 10%) is negative, but the first chunk of money they give away is sufficiently positive to offset that

### [Tweet, 02:15 UTC](https://x.com/AaronBergman18/status/1888049059547472363) · 40 likes

The fact that I wasn’t following the author of “one of the most careful meta-analyses \[Scott Alexander\] has ever seen” proves that the market for twitter follows is inefficient

@davidroodman

![Image](https://pbs.twimg.com/media/GjOynOVXIAAWo_c.jpg)

### [Thread, continued, 02:15 UTC](https://x.com/AaronBergman18/status/1888049061598503005) · 3 likes

Paper https://arxiv.org/pdf/2007.10268

### [Thread, continued, 02:15 UTC](https://x.com/AaronBergman18/status/1888049062949048546) · 3 likes

Post https://www.astralcodexten.com/p/prison-and-crime-much-more-than-you

### [Reply to @niplav_site, 02:32 UTC](https://x.com/AaronBergman18/status/1888053158615584785) · 3 likes

> **niplav (@niplav_site):** @AaronBergman18 @davidroodman My impression is that often people whose papers/books/blogs are great are terrible on twitter

Lol, still

### [Quote tweet, 04:02 UTC](https://x.com/AaronBergman18/status/1888075985372746001) · 11 likes

Tweet text, author, date/time, like, reply count, and corresponding community notes for >120k tweets

(This is like 8% of the whole thing, but my ADHD ass cannot be trusted to do this for ~7 days straight so this is Checkpoint 1)

https://github.com/AaronBergman/twitter_community_notes/

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** I really hope @CommunityNotes is training a model to predict note from tweet because that’s probably the best almost-ground-truth data you’re gonna get in complex and non formally-verifiable domains

### [Thread, continued, 04:02 UTC](https://x.com/AaronBergman18/status/1888075986748482023) · 3 likes

(If someone seriously intends to finetune or train a model on this \[or I guess wants to give me money for cloud GPUs to do this, although I'm probably not the best person\], lmk bc then I will actually probably do the full data collection)

### [Thread, continued, 04:20 UTC](https://x.com/AaronBergman18/status/1888080315756790042) · 11 likes

Real footage of me collecting data on everything I encounter

[![Video thumbnail](https://pbs.twimg.com/amplify_video_thumb/1888080208474800129/img/h-ml7jwLlJXCHx4n.jpg)](https://x.com/AaronBergman18/status/1888080315756790042/video/1) (video, plays on X)

### [Reply to @Aella_Girl, 05:11 UTC](https://x.com/AaronBergman18/status/1888093270573465677) · 14 likes

> **Aella (@Aella_Girl):** What's your sexual market value?
> After months of work, I have a comprehensive survey based on a ton of data from how people ranked nearly every conceivable trait.
> So: How hot a commodity are you in the dating arena? I'd love to see your scores!
> Link below
>
> [image attached](https://pbs.twimg.com/media/GjO9R3EbAAAVfYG.jpg)

If any straight/bi women here wanna do me a favor: https://forms.gle/v4uomKEQUmi3vRfH6

![Image](https://pbs.twimg.com/media/GjPayPvWIAA_Ly_.jpg)

### [Reply to @cremieuxrecueil, 06:01 UTC](https://x.com/AaronBergman18/status/1888105818651840695) · 10 likes

> **Crémieux (@cremieuxrecueil):** BREAKING:
>
> Journalists discover that one of the millions of federal employees holds a view that you might not agree with.

Bro isn’t a mailman

### [Quote tweet, 06:07 UTC](https://x.com/AaronBergman18/status/1888107408108511393) · 4 likes

I have updated quite a bit toward classical liberalism and pre-woke-normie-non-racism being less popular among something like “the interested public”

> **Quoting Ryan Grim (@ryangrim):** The “no affirmative action” and “no racial preferences” policy from Trump lasted about a week. White South Africans now specifically favored:

### [Thread, continued, 06:07 UTC](https://x.com/AaronBergman18/status/1888107410323071010) · 2 likes

(hard to know what a truly random sample of people think)

### [Thread, continued, 06:07 UTC](https://x.com/AaronBergman18/status/1888107411644334231) · 2 likes

Part of this is me; I previously thought some degree of affirmative action anti-racist type policies would be good, and still kinda do in some idealized sense, but no longer trust progressive institutions to do them well and without insane backlash

### [Thread, continued, 06:07 UTC](https://x.com/AaronBergman18/status/1888107413649149981) · 2 likes

Normie-non-racism seems both pretty good and a stable political schelling point of sorts

### [Tweet, 06:09 UTC](https://x.com/AaronBergman18/status/1888107963446943999) · 5 likes

Has @mattyglesias done a “a strong labor market is good for free speech bc employers don’t wanna fire people and lower downside to getting fired” take?

That feels like the epitome of an Yglesias take

### [Quote tweet, 06:41 UTC](https://x.com/AaronBergman18/status/1888115955802280259) · 21 likes

A giant rock getting thrown in the ocean would give massive utility to men everywhere, and this is a consideration that should be weighed against others

> **Quoting Steve Jurvetson (@FutureJurvetson):** 1 in 44 chance of a 8-megaton blast by meteorite 💥
> (Hiroshima was 0.015 megatons for comparison).
>
> JWST will try to get a better read on its trajectory and size. If needed, deflection has to occur in 2028, not on final approach like in the movies.

### [Tweet, 19:14 UTC](https://x.com/AaronBergman18/status/1888305461658866046) · 10 likes

At some level it’s just my fault for not getting to the right answer myself, but I wish society had pushed more realistic memes around the relationship between genetics/uncontrollable environment and intentional effort (eg training, practice) in determining skill and success

### [Thread, continued, 19:14 UTC](https://x.com/AaronBergman18/status/1888305463801831732) · 14 likes

A big project of a big proportion of my life—getting better at competitive rock climbing—was largely motivated by what in hindsight seems like a basically incorrect premise - that I could keep improving if I just tried hard enough and figured out the right training routine

### [Thread, continued, 19:14 UTC](https://x.com/AaronBergman18/status/1888305465726996946) · 7 likes

I did know something like “natural talent” was a thing, but think my model was basically that enough training could make up for deficits here

This was wrong, and my physical and mental health suffered for it

### [Thread, continued, 19:14 UTC](https://x.com/AaronBergman18/status/1888305467744804928) · 8 likes

A contributing factor here was that I was pretty good, especially with endurance (pushing v10, upper 5.13s), and did keep getting better for quite a long time (roughly like ages 11-16)

### [Thread, continued, 19:14 UTC](https://x.com/AaronBergman18/status/1888305470168780847) · 12 likes

It’s very unnatural to see yourself work hard and get better at something for many years and then, at 17, conclude “ah, my stagnation now is something like a plateau around my genetic potential, or at least a local maximum of some sort”

But I think that was what was going on

### [Reply to @why_bun, 19:27 UTC](https://x.com/AaronBergman18/status/1888308814987874550) · 2 likes

> **Why bunnies are better than humans (@why_bun):**
>
> [image attached](https://pbs.twimg.com/media/GjNqH35WgAA-HCR.jpg)

These aren’t inconsistent

### [Reply to @slimepriestess, 19:51 UTC](https://x.com/AaronBergman18/status/1888314735122104330) · 83 likes

> **Ra (@slimepriestess):** hasn't worked here, Eliezer specifically said he wouldn't read it.

He’s the only person actually consciously and intentionally doing decision theory irl

### [Reply to @GjMcGowan, 19:53 UTC](https://x.com/AaronBergman18/status/1888315152010817642) · 4 likes

> **George McGowan (@GjMcGowan):** Update: it came back and I smashed it with a book and it went away, no side effects.
>
> 10/10 would take advice from construction guys on twitter again.
>
> (quoting @GjMcGowan: Hand doctor: “So yeah, we can keep observing it, or drain it again. There’s always surgery but the risk of complications is -” Me: “A construction guy on Twitter told me if you smash it with a heavy object it’ll go away? What about that?” Hand doctor: 👁️👄👁️)

Based

### [Reply to @JesseTayRiver, 21:58 UTC](https://x.com/AaronBergman18/status/1888346703620956662) · 53 likes

> **Jesse Smith (@JesseTayRiver):** Based Yud
>
> [image attached](https://pbs.twimg.com/media/GjSqZUBWAAEd06R.jpg)
> (quoting @jessi_cata: Suspected murderer Maximilian Snyder / Audere writes open letter to Eliezer Yudkowsky about animal ethics. I'm not making this up. https://archive.ph/GErgG)

Yeah

### [Reply to @OrionJohnston, 22:07 UTC](https://x.com/AaronBergman18/status/1888348996244246636) · 4 likes

> **David Johnston (@OrionJohnston):** (No one’s killed anyone for my attention)

Nice good job

### [Reply to @tracewoodgrains, 22:45 UTC](https://x.com/AaronBergman18/status/1888358568778232063) · 3 likes

> **Jack (@tracewoodgrains):** yes, when you're talking about things like being glad a murder victim is dead right after he dies, it's dehumanizing and bad. or when you make similar excuses for murdering people's parents. things like that suggest a lack of care for human life that I distrust

I’m pretty sympathetic to the vegan side and there seems to be a bunch of context I don’t have, but I do think it’s all of {wrong, bad vibes, not helpful to the cause of animal welfare} to suggest that murder is like not that bad or kinda justified, in virtually all cases

I can construct hypotheticals where killing a human might check out, but even in these pretty unrealistic cases, the killing would be best characterized as like the lesser of two evils

More prosaically, “step 1) do something that makes you seem crazy and evil” is
\~never a legit theory of change - at a descriptive level, I don’t think the Zizians actually did anything positive for animals beyond their personal veganism (and quite possibly its net negative with the murder)

## Sunday, February 9, 2025

### [Tweet, 00:31 UTC](https://x.com/AaronBergman18/status/1888385145012449467) · 34 likes

Felt cute might delete later

![Image](https://pbs.twimg.com/media/GjTkRwZbQAAmZLc.jpg)

![Image](https://pbs.twimg.com/media/GjTkRvxWIAAlDI3.jpg)

### [Thread, continued, 00:44 UTC](https://x.com/AaronBergman18/status/1888388446281986246) · 6 likes

![Image](https://pbs.twimg.com/media/GjTnRQBXYAAAMmN.jpg)

### [Reply, 00:45 UTC](https://x.com/AaronBergman18/status/1888388634476220701) · 1 like

15 pro

### [Reply to @austinc3301, 00:49 UTC](https://x.com/AaronBergman18/status/1888389818381455735) · 2 likes

> **Agus 🔸 (@austinc3301):** @AaronBergman18 I feel bad because I have the same phone and all my pictures are terrible

Lol I mean “foggy national mall at night” is pretty naturally photogenic

### [Reply to @livgorton, 05:07 UTC](https://x.com/AaronBergman18/status/1888454682256773241) · 2 likes

> **Liv (@livgorton):** update: i am going! please reach out if you’d be keen to chat :)
>
> (quoting @livgorton: wdym i don’t overthink anything (i am spending my weekend turmoiling about whether to attend EAG))

Based

### [Reply to @tracewoodgrains, 05:33 UTC](https://x.com/AaronBergman18/status/1888461110539436295) · 5 likes

> **Jack (@tracewoodgrains):** my worldview is in some ways not just atheoretical but antitheoretical
>
> I think it is a very good thing that most people let practical reality sand off the sharp edges of their philosophies, because most people believe some crazy and evil things and are kept in check by norms
>
> most of the worst people in history are the ones who are so committed to one theory or another that they are willing to brush aside all of the sanity checks, common-law morality, and balancing tools broader society has built to keep things more-or-less running, and embrace their Pure Theory independent of consequences
>
> it is very, very good that most people lack the courage of their convictions, because we are neither smart enough nor good enough for our convictions to be good enough to bypass all sanity checks

I’m anti-anti-theoretical (the phrase I’d use is “taking ideas seriously”)

In practice I think you should abide by norms and “common sense morality” most of the time

But the default state of the world where nobody takes ideas very seriously isn’t one without “crazy and evil”

Non-ideological apathy, self-interest, and failure of coordination, and most of all just the laws of nature grinding away without regard for the harm that entails, are sources of what would be called “crazy and evil” if done intentionally. Factory farming, wild animal suffering, most human poverty, and most human suffering are examples

Biological and cultural evolution make no guarantee that following what seems basically normal entails, or even directionally point towards, mitigating these bad things in the world

You don’t get systematic efforts to mitigate what we might call “natural harm” without recognition of the problem and abstract reasoning about values and prioritization—in other words, “theory”

### [Reply to @LinkofSunshine, 06:16 UTC](https://x.com/AaronBergman18/status/1888471949237424401) · 157 likes

> **Basil🧡 (@LinkofSunshine):** Being in SF is permanent twitter
> Being in Seattle is permanent discord
> Being in DC is permanent reddit
> Being in NYC is permanent instagram
>
> pick your poision

DC is permanent LinkedIn

### [Reply to @arithmoquine, 07:45 UTC](https://x.com/AaronBergman18/status/1888494413220835394) · 3 likes

> **henry (@arithmoquine):** bmi in freefall can my fat followers please please tell me how they do it

Abilify

### [Reply to @NathanB60857242, 14:27 UTC](https://x.com/AaronBergman18/status/1888595659307065747) · 2 likes

> **Nathan Barnard (@NathanB60857242):** Fuck I'm becoming a post rat in some meaningful sense (thinking that there true things that can't be expressed - in principle - propositionally but nevertheless we should put weight on when making decisions where we care about observable outcomes.)

I’m inclined to think “can’t be expressed propositionally” is a skill issue

Even analytic philosophy makes good use of the toolkit of figurative language when it needs to (“what it’s likeness”)

### [Reply to @NateSilver538, 14:45 UTC](https://x.com/AaronBergman18/status/1888600020783439892) · 34 likes

> **Nate Silver (@NateSilver538):** A refreshingly (?) short newsletter for a change. Democrats need to pick a direction; the middle ground of separating the world into naughty and nice billionaires is probably the worst option.
> https://www.natesilver.net/p/democrats-need-a-billionaire-strategy

I mean I think it’s basically true though. Dustin Moskovitz really is good and Elon really is bad (recent events have sealed the deal for him), so there are the existence proofs

### [Reply to @QualiaNerd, 15:01 UTC](https://x.com/AaronBergman18/status/1888604261702947191) · 12 likes

> **QualiaNerd (@QualiaNerd):** Why is Elon bad? (A completely genuine question BTW, I don’t follow politics much.)

Dumbass harmful changes to the federal government. DOGE has been net negative so far

### [Thread, continued, 15:05 UTC](https://x.com/AaronBergman18/status/1888605048327819652) · 7 likes

USAID dismantling being one big thing

### [Reply to @girllbossing, 15:10 UTC](https://x.com/AaronBergman18/status/1888606449267359860) · 3 likes

_(The tweet being replied to by @girllbossing is no longer available.)_

😢

### [Tweet, 20:53 UTC](https://x.com/AaronBergman18/status/1888692619846242607) · 2 likes

This accords with both my (modest) surprise at the speed and efficacy of DOGE and EO implementation and what I’ve heard irl (although plausibly these sources are not totally independent convergence)

### [Quote tweet, 21:01 UTC](https://x.com/AaronBergman18/status/1888694655568781685) · 49 likes

The old tumblr meme of like “democrats get your pizza order wrong and overcharge you a bit; republicans send you pizza filled with nails” is feeling very correct

> **Quoting Bentham's Bulldog🔸 (@Benthamsbulldog):** I'm finding it easier to be a partisan Democrat these days because the Republicans have just openly declared their allegiance to evil.

### [Thread, continued, 21:07 UTC](https://x.com/AaronBergman18/status/1888696333558599802) · 6 likes

Not a complete object-level progressive btw

### [Reply to @sanjehorah, 21:17 UTC](https://x.com/AaronBergman18/status/1888698874618912894) · 3 likes

> **sanje horah 🇵🇸🇺🇦 — PNEUMATICS ONLY (@sanjehorah):** my SMV equivalent is Miss Piggy
>
> [image attached](https://pbs.twimg.com/media/GjXPjkqWQAAbOYv.jpg)
> (quoting @Aella_Girl: What's your sexual market value? After months of work, I have a comprehensive survey based on a ton of data from how people ranked nearly every conceivable trait. So: How hot a commodity are you in the dating arena? I'd love to see your scores! Link below)

Same

### [Reply, 21:19 UTC](https://x.com/AaronBergman18/status/1888699376593248432) · 4 likes

> **Coase’s "Net effect?" Ghost 🏴🕊️ (@GhostCoase):** @AaronBergman18 Democrats kill several tens of thousands of Arabs to make your pizza and violently deport millions into poverty.

Insofar as this is true it’s largely because of electoral pressure from the other party, especially deportation

This isn’t a total moral justification but still

### [Reply to @NathanB60857242, 22:18 UTC](https://x.com/AaronBergman18/status/1888713994606727641) · 2 likes

> **Nathan Barnard (@NathanB60857242):** @AaronBergman18 @wilhelmscreamin Why do you disagree with the Buddhist one?

Short version is that introspection and other ways people (think they) gain knowledge seem very unreliable but we should expect them to hit on correct arguments once in a while bc luck

Analytic philosophy \*also\* seems unreliable but OOMs less so, to the point that I think broadly philosophy really has made progress over ~any timescale

## Monday, February 10, 2025

### [Tweet, 00:19 UTC](https://x.com/AaronBergman18/status/1888744688435532139) · 25 likes

Ok, I now have a more complete Theory of Hinge, which probably applies to similarly structured dating apps in general

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744690595344765) · 4 likes

The insight honestly came from a combo of luck/variation and adding what’s now my pfp as a pic, which for the first time ever put me into the situation of having more matches than I really wanted to spend ~energy chatting with (not a flex; keep reading and you’ll see why)

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744692956930366) · 1 like

Basic model is that a person can be in one of two possible states:

1\) few matches, or

2\) many matches

(I think some small tweaks would make this work with latent potential matches too ie likes)

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744695158690052) · 5 likes

In some sense, the ideal situation is Few vs Few

This is kinda how dating apps should naively work: both people are relatively picky and so excited about matches (ie only like people they’d be enthusiastic to chat with)

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744697046134800) · 4 likes

The problem is that matches correlate with attractiveness, which is pretty highly correlated between people (the fact that it’s not perfectly correlated is a big way this model can “fail” which is good)

### [Tweet, 00:20 UTC](https://x.com/AaronBergman18/status/1888744709087994156)

Why’d you match in with less exciting people in the first place?

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744711235793222) · 6 likes

Probably uncertainty about quantity of matches in the near future, frustration with the most attractive matches ghosting, and maybe just to give the guy a chance in the first few messages in case those set him apart somehow

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744713789821369) · 2 likes

Ok anyway, the situation is that the Many person is chatting with their most exciting matches, who tend to be more attractive, but, again, attractiveness correlates with number of matches, so now we’re in the last possible situation: Many to Many

### [Tweet, 00:20 UTC](https://x.com/AaronBergman18/status/1888744716071547248) · 2 likes

Many to Many is probably what happens for the most attractive men, in general, and in general involves the most attractive people talking to one-another

Well, congrats, two attractive people who are excited about one another do indeed form couples relatively easily!

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744718239961546) · 2 likes

But then they leave Hinge!

So the remaining cases maybe involve people with very high standards or hate chatting or for whatever reason are adversely selected…

### [Tweet, 00:20 UTC](https://x.com/AaronBergman18/status/1888744724841808155) · 2 likes

3\) people who you are excited about and do reply end up being adversely selected for some reason

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744726775349537) · 3 likes

^in my extremely short-lived experience with having like 7-8 matches for the first time, the person I was most excited about and spent the most time and energy chatting with ended up basically saying she wasn’t interested in going on a date after all…

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744728839000144) · 7 likes

Which makes a lot of sense, because she probably had many exciting options (who in turn would have lots of \*other\* options, etc etc ad infinitum until everyone is tired and nobody is happy)

### [Thread, continued, 00:20 UTC](https://x.com/AaronBergman18/status/1888744730877448702) · 11 likes

(She might even be reading this; if so, hello and no hard feelings I’m just being hyper-analytical and autistic about everything)

Ok that’s it thx for reading

### [Reply to @NathanB60857242, 00:28 UTC](https://x.com/AaronBergman18/status/1888746810090680448) · 5 likes

> **Nathan Barnard (@NathanB60857242):** @AaronBergman18 Likes should be priced better.

Yeah, at least hinge restricts likes

Another option I’m not super sure about would be some sort of indicator along the lines of “your match has matched with 6 other hotter men, FYI”

### [Reply to @Duderichy, 00:52 UTC](https://x.com/AaronBergman18/status/1888752984311595449) · 36 likes

> **the Rich (@Duderichy):** you can actually see over the hood
>
> incredibly based and kid safety pilled
>
> (quoting @sweatystartup: Wtf is happening?)

### [Tweet, 01:04 UTC](https://x.com/AaronBergman18/status/1888755801747079390) · 9 likes

I went to a Very Online EA x normie\* mixer yesterday; it was actually good! Afaik nobody died or even came especially close. I encourage more of this

\*normie just meaning like everyone else; still kinda selected

### [Reply to @livgorton, 01:32 UTC](https://x.com/AaronBergman18/status/1888762841081008217) · 4 likes

> **Liv (@livgorton):** am i a normie (moderately online EA adjacent)

I thought u were no longer adjacent 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢 😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢😢

### [Thread, continued, 01:33 UTC](https://x.com/AaronBergman18/status/1888763072434634847) · 6 likes

But no ur not a normie sorry

### [Reply to @livgorton, 01:35 UTC](https://x.com/AaronBergman18/status/1888763655291883619) · 2 likes

> **Liv (@livgorton):** did you get chatgpt to produce this monstrosity

No I rawdogged it (idk how many characters it is but not super high n for 2^n)

### [Tweet, 03:40 UTC](https://x.com/AaronBergman18/status/1888795232348602513) · 1 like

Kansas City has enough people to support an NFL team??

### [Tweet, 03:44 UTC](https://x.com/AaronBergman18/status/1888796040368672848) · 1 like

Ok this isn’t that small I guess

![Image](https://pbs.twimg.com/media/GjZZ_S5WUAAE6zq.jpg)

### [Thread, continued, 03:44 UTC](https://x.com/AaronBergman18/status/1888796045536120889) · 2 likes

But the Packers shouldn’t exist fr, that’s literally like one large university

![Image](https://pbs.twimg.com/media/GjZZ_l_XIAAB-_A.jpg)

### [Reply to @StatisticUrban, 04:18 UTC](https://x.com/AaronBergman18/status/1888804732270961016) · 22 likes

> **Hunter📈🌈📊 (@StatisticUrban):** My thesis for why we're fatter today than we used to be is really very simple.
>
> [image attached](https://pbs.twimg.com/media/GjZc8knaUAAsqbs.jpg)

GDP went up because the capital, land, and labor combined to produce more goods and services

### [Reply to @RichardHanania, 17:33 UTC](https://x.com/AaronBergman18/status/1889004667981402505) · 3 likes

> **Richard Hanania (@RichardHanania):** Trump is eliminating the penny, which costs 3.69 cents to make.
>
> Amazingly, there’s an activist organization on the other side, cleverly called “Americans for Common Cents.”
>
> I assume Big Zinc is behind it, as I can’t imagine anyone deciding this is the cause to fight for.
>
> [image attached](https://pbs.twimg.com/media/GjcXch9WYAA3e88.jpg)

Iirc that’s exactly right, it’s literally the metal companies

### [Quote tweet, 17:37 UTC](https://x.com/AaronBergman18/status/1889005696798114026) · 11 likes

One of the most important questions in the world rn is whether the Trump administration will comply with federal judiciary rulings

> **Quoting \*Walter Bloomberg (@DeItaone):** US JUDGE ORDERS TRUMP ADMINISTRATION TO FULLY COMPLY WITH PREVIOUS ORDER RESTORING ALL FROZEN FUNDING

### [Quote tweet, 17:53 UTC](https://x.com/AaronBergman18/status/1889009823682851238) · 11 likes

![Image](https://pbs.twimg.com/media/GjccbGIXMAAmTRZ.jpg)

> **Quoting Jacobin (@jacobin):** At first glance, America’s declining drinking culture looks like a public health victory. But in an age of unprecedented loneliness and isolation, we’re losing crucial spaces for human connection. https://jacobin.com/2025/02/alcohol-bars-loneliness-covid-health/
>
> [image attached](https://pbs.twimg.com/media/GjXGPLbW0AAlUxc.jpg)

### [Reply to @TetraspaceWest, 21:07 UTC](https://x.com/AaronBergman18/status/1889058681108758664) · 3 likes

_(The tweet being replied to by @TetraspaceWest is no longer available.)_

Bristlemouth, as of 5 seconds ago

![Image](https://pbs.twimg.com/media/GjdI29wWUAAKWOb.jpg)

### [Quote tweet, 21:08 UTC](https://x.com/AaronBergman18/status/1889058943063957540) · 9 likes

What R library

> **Quoting AJ Thurston, PhD (@AJThurston):** I have officially found the most cursed #dataviz 🤮
>
> [image attached](https://pbs.twimg.com/media/GjX_pJRXIAIvHWD.png)

## Tuesday, February 11, 2025

### [Tweet, 03:14 UTC](https://x.com/AaronBergman18/status/1889150873978200336) · 2 likes

Jalen Hurts 🤝 Me

Being MVP

(Him Super Bowl, me watching airplane reels on instagram)

### [Tweet, 03:45 UTC](https://x.com/AaronBergman18/status/1889158697311514766) · 20 likes

I’m not really a public protest guy and the last thing I protested for in public was gun control (half-heartedly) in high school but I think I’d like go and yell at the White House irl if Trump basically just defies judicial orders (conditional on like other people being there)

### [Tweet, 04:45 UTC](https://x.com/AaronBergman18/status/1889173891043545433) · 19 likes

Deep Research outputs kinda suck because the sources are literally written out inline which sucks for exporting or text-to-speech

Copy and paste the outputs here for a better version

https://bit.ly/deepresearch

[![Video thumbnail](https://pbs.twimg.com/ext_tw_video_thumb/1889173744351858688/pu/img/im7bySGbxnHnWT8O.jpg)](https://x.com/AaronBergman18/status/1889173891043545433/video/1) (video, plays on X)

### [Reply to @zeta_globin, 04:54 UTC](https://x.com/AaronBergman18/status/1889176076829503760) · 2 likes

_(The tweet being replied to by @zeta_globin is no longer available.)_

Yeah and it’s not even close

I strongly expect any reasonable analysis to conclude that net QUALYs is positive

### [Quote tweet, 17:47 UTC](https://x.com/AaronBergman18/status/1889370572540326225) · 10 likes

Seems bad

> **Quoting Armand Domalewski (@ArmandDoma):** the change in the NIH funding formula, to me, is the most explicit and direct way Elon has broken the law. Congress passed a law \*explicitly banning\* the Executive from making changes to the indirect cost %
>
> [image attached](https://pbs.twimg.com/media/GjhWcHTaAAAb30y.jpg)

## Wednesday, February 12, 2025

### [Quote tweet, 02:47 UTC](https://x.com/AaronBergman18/status/1889506639025238130) · 19 likes

Classic “I think it’s not bad but all my oomfs definitely score in the 100th percentile” result

![Image](https://pbs.twimg.com/media/GjjgRknXoAAhVmI.jpg)

> **Quoting Gnostrils (@gnostrils):** new game: convergent association test
>
> how low can you get
>
> [image attached](https://pbs.twimg.com/media/GjjcjvOaMAALfoN.jpg)

### [Thread, continued, 02:49 UTC](https://x.com/AaronBergman18/status/1889507025593434556) · 3 likes

Why did it ask for 10 words tho

![Image](https://pbs.twimg.com/media/GjjgoDCWwAAQwcZ.jpg)

### [Thread, continued, 02:52 UTC](https://x.com/AaronBergman18/status/1889507859349598602) · 2 likes

https://www.datcreativity.com/

### [Reply to @smatta1701, 03:11 UTC](https://x.com/AaronBergman18/status/1889512642085064841) · 2 likes

> **sma ⏹️ (@smatta1701):** @AaronBergman18
>
> [image attached](https://pbs.twimg.com/media/GjjloAVaIAAlgFO.jpg)

Classic

### [Reply to @StatisticUrban, 03:26 UTC](https://x.com/AaronBergman18/status/1889516493332746650) · 5 likes

> **Hunter📈🌈📊 (@StatisticUrban):** Not bad
>
> [image attached](https://pbs.twimg.com/media/GjjhrscbQAAaUVt.jpg)

Ok now I think this is largely just tracking how common words are, rather than just how similar their actual semantic meaning is

### [Tweet, 03:33 UTC](https://x.com/AaronBergman18/status/1889518099256181039) · 15 likes

I don’t know what a Markov Chain is and at this point I’m too afraid to ask

### [Thread, continued, 03:35 UTC](https://x.com/AaronBergman18/status/1889518649888620674) · 12 likes

Oh that’s actually not too bad

![Image](https://pbs.twimg.com/media/GjjrMrBXMAEKUez.jpg)

### [Reply to @ali_sivi, 03:37 UTC](https://x.com/AaronBergman18/status/1889519230933995781) · 32 likes

> **bald ann dowd (@ali_sivi):** hey bro we're doordashing individual shrimps later if you wanna swing by
>
> [image attached](https://pbs.twimg.com/media/Gjic9NdWEAAKZZr.jpg)

I hope they come alive with an enriching tank environment

### [Reply, 04:10 UTC](https://x.com/AaronBergman18/status/1889527361055465898)

Isn’t this the same thing (input vs compressed input)?

### [Reply to @livgorton, 15:47 UTC](https://x.com/AaronBergman18/status/1889702976631054502) · 5 likes

> **Liv (@livgorton):** it’s just a matrix it can’t hurt u

All matrices hurt me

## Thursday, February 13, 2025

### [Reply to @NathanpmYoung, 01:13 UTC](https://x.com/AaronBergman18/status/1889845263604523098) · 2 likes

> **Nathan 🔎 (@NathanpmYoung):** @menhguin I do.

Rip

### [Reply to @ionsabug, 01:19 UTC](https://x.com/AaronBergman18/status/1889846766348149252) · 1 like

_(The tweet being replied to by @ionsabug is no longer available.)_

Based, I vote that the dog stays

### [Quote tweet, 01:22 UTC](https://x.com/AaronBergman18/status/1889847477047795910) · 20 likes

I think this is like 50% likely to be basically true

> **Quoting Aella (@Aella_Girl):** we're all dead. I'm a transhumanist, I love tech, I desperately want aligned AI, but at our current stage of development, this is building the equivalent of a planet-sized nuke. The reason is boring and complicated and technical, so midwits in power don't understand the danger

### [Reply to @egirlian, 17:56 UTC](https://x.com/AaronBergman18/status/1890097756079091869) · 137 likes

> **egirlian 🌸 (@egirlian):** unpopular opinion around these parts, but i don’t think 18-25 year olds aren’t approaching women because they’re terrified of getting accused of harassment. i think they’re just plain terrified, and the instant gratification of phone screens is preferable to pain of rejection.

![Image](https://pbs.twimg.com/media/Gjr55GbXoAAkz8N.jpg)

### [Quote tweet, 17:57 UTC](https://x.com/AaronBergman18/status/1890097979346022611) · 21 likes

Big if true

> **Quoting Simon Berens (@sberens):** Exciting personal update — I've been working on building the world's brightest lamp, with the goal of getting daylight levels of light indoors.
>
> We just launched on Indiegogo an hour ago; I'm especially proud of the video!
>
> [video attached](https://x.com/sberens1/status/1889366141484851277/video/1)

### [Thread, continued, 18:02 UTC](https://x.com/AaronBergman18/status/1890099119827677503) · 2 likes

(Looks like the current cost is $850 ☹️)

### [Tweet, 21:08 UTC](https://x.com/AaronBergman18/status/1890146099584987327) · 8 likes

MacBook Pro randomly stopped working. Looking like the Apple Store will be able to restore the hardware but my files are only saved bc I have a full computer cloud backup going

Worth considering if you don’t! (I use @backblaze which is like $100/year iirc)

### [Reply, 22:35 UTC](https://x.com/AaronBergman18/status/1890168042325512477) · 1 like

That sucks and gl with that but also this tweet should go in a museum (unironically kindly)

### [Tweet, 22:45 UTC](https://x.com/AaronBergman18/status/1890170369178525975) · 18 likes

I can’t easily find it but I think I RT’d something not long ago that said basically “I guess the original OpenAI board has been totally vindicated” and yes this keeps getting increasingly true https://80000hours.org/podcast/episodes/rose-chan-loui-elon-musk-open-ai/

### [Thread, continued, 22:45 UTC](https://x.com/AaronBergman18/status/1890170371200159978) · 2 likes

The tl;dr as I interpret it is that the current situation is that Altman has to claim that the board abandoning its original mission and control over the for-profit is actually good for its original mission

### [Thread, continued, 22:45 UTC](https://x.com/AaronBergman18/status/1890170372731072813) · 2 likes

My editorial is that the only way this works is if nobody, namely the current board members and Delaware AG, have even the most vestigial of spines

### [Thread, continued, 22:45 UTC](https://x.com/AaronBergman18/status/1890170374593327120) · 2 likes

Apple pods: https://podcasts.apple.com/us/podcast/80-000-hours-podcast/id1245002988?i=1000691529880

## Friday, February 14, 2025

### [Reply to @rgblong, 01:13 UTC](https://x.com/AaronBergman18/status/1890207798426063285) · 4 likes

> **Robert Long (@rgblong):** Great to see OpenAI’s new model spec taking a more nuanced stance on AI consciousness!
>
> At @eleosai, we've been recommending that labs not force LLMs to categorically deny (or assert!) consciousness—especially with spurious arguments like “As an AI assistant, I am not conscious”
>
> [image attached](https://pbs.twimg.com/media/GjtKdQtacAEUJoV.jpg)

In all serious, do you think model responses bear at all on whether or not models are in fact conscious? AFAIK, they’d need something resembling an introspective capacity for this to even be on the table, which I don’t think current LLMs have

The plausible steelman “yes” case involves reasoning about LLM consciousness from an “outsider” perspective, not actually reporting on subjective experience

### [Reply to @arithmoquine, 01:25 UTC](https://x.com/AaronBergman18/status/1890210713148539238) · 4 likes

> **henry (@arithmoquine):** i need to get over my weird aversion of github & cloud storage because if i lose my laptop i'm set back a year on multiple fronts

I’d like I think I partially caused this tweet with one earlier, but regardless, I think backblaze is good and don’t know what the other good options are for automatic backup but you should probably spend some of your phat Atlas dollars on one of them, yes

### [Reply to @frances__lorenz, 01:27 UTC](https://x.com/AaronBergman18/status/1890211180754636900) · 2 likes

_(The tweet being replied to by @frances__lorenz is no longer available.)_

So endearing for both of you lmao

### [Reply, 02:13 UTC](https://x.com/AaronBergman18/status/1890222784435134494) · 1 like

Based on my knowledge of LLMs, yes - it has everything to do with system prompt, fine-tuning/RLHF, and possibly even situational awareness (ie that it’s a model in a certain situation) but not introspection per se

### [Reply to @eshear, 03:19 UTC](https://x.com/AaronBergman18/status/1890239523537424587) · 2 likes

> **Emmett Shear (@eshear):** Because of the deep commitment to the idea that model is Just A Tool.

Has anyone considered u for OpenAI CEO

### [Reply to @br___ian, 04:07 UTC](https://x.com/AaronBergman18/status/1890251544198803712) · 3 likes

> **bri (@br___ian):** is there any downside to tipping the scales in favor of defensive weapons over offensive, at all size and time scales

Good q

### [Reply to @br___ian, 04:41 UTC](https://x.com/AaronBergman18/status/1890260164802154505) · 4 likes

> **bri (@br___ian):** is there any downside to tipping the scales in favor of defensive weapons over offensive, at all size and time scales

From a very abstract perspective maybe the ideal thing is the ability to do costly offense

Otherwise current power structures (eg physical borders) just become entrenched forever

### [Quote tweet, 04:53 UTC](https://x.com/AaronBergman18/status/1890263103025344865) · 37 likes

We must wild animal suffering-pill the toddlers (slightly kidding but also not kidding that much)

> **Quoting Kelsey Piper (@KelseyTuoc):** The propaganda aimed at children that honestly bothers me the most is environmentalist media for kids which treat humans as a threat to what would otherwise be some kind of idyllic peace-and-harmony nature situation

### [Reply, 05:34 UTC](https://x.com/AaronBergman18/status/1890273431691952247)

I was thinking exactly about this but it’s plausible only if ~2027 isn’t the end of the current world order, which it’s looking to be

### [Quote tweet, 06:06 UTC](https://x.com/AaronBergman18/status/1890281516128956836) · 168 likes

I’m pro-Aella but also anti-anti-anti-Aella (sorta)

I don’t think yelling “WOW SHE REALLY BULLDOZED THAT ABSOLUTE DUMBASS LOSER” is a good way to foster scout mindset, memetically

> **Quoting Aella (@Aella_Girl):** Because they see 'not knowing what you're talking about' as losing. This type of debate strategy wants to have the feeling of 'winning' at all costs, which leaves no room for backing down even when you've made an error.
> Learning to lose is a difficult and important skill!

### [Reply to @skooookum, 06:08 UTC](https://x.com/AaronBergman18/status/1890281837798551993) · 2 likes

_(The tweet being replied to by @skooookum is no longer available.)_

Time for a manifold market

### [Reply to @AmandaAskell, 06:37 UTC](https://x.com/AaronBergman18/status/1890289269329342734) · 9 likes

> **Amanda Askell (@AmandaAskell):** My take on the ethics of billionaires:
>
> \- Making billions of dollars: morally fine (sometimes bad, often good)
> \- Keeping billions of dollars: morally bad (children are dying yo)
> \- Giving away billions of dollars: morally awesome (you save many people, you deserve much praise)

The other natural category is “consuming billions of dollars worth of stuff” which is worse than “keeping”

### [Reply to @MichaelAlleged, 11:39 UTC](https://x.com/AaronBergman18/status/1890365326824558770) · 4 likes

> **Michael (Allegedly) (@MichaelAlleged):** @arabelladevine me personally I think you’re enchanting

Thanks for saving my puppy from that burning building the other day

### [Reply to @arabelladevine, 11:40 UTC](https://x.com/AaronBergman18/status/1890365475361530182) · 3 likes

> **arabella ※ (@arabelladevine):**
>
> [image attached](https://pbs.twimg.com/media/GjvZADrbYAAT-ed.jpg)

I’ve seen enough insane scores like this to basically think the test is meaningless

### [Quote tweet, 11:49 UTC](https://x.com/AaronBergman18/status/1890367855280931232) · 8 likes

Big if true

> **Quoting JAMA Psychiatry (@JAMAPsych):** Low-dose semaglutide reduced alcohol craving and consumption in adults with alcohol use disorder. https://ja.ma/4gJTxU5
>
> [image attached](https://pbs.twimg.com/media/Gjrs8lnWsAAas-q.png)

### [Quote tweet, 11:55 UTC](https://x.com/AaronBergman18/status/1890369343529144657) · 80 likes

There might be a lesson here along the lines of “if it’s a really good psych drug, you won’t have to squint at the data and employ a dozen statisticians to squeeze out a positive result; people will just notice that it works”

> **Quoting JAMA Psychiatry (@JAMAPsych):** Low-dose semaglutide reduced alcohol craving and consumption in adults with alcohol use disorder. https://ja.ma/4gJTxU5
>
> [image attached](https://pbs.twimg.com/media/Gjrs8lnWsAAas-q.png)

### [Thread, continued, 11:55 UTC](https://x.com/AaronBergman18/status/1890369349908603221) · 6 likes

Reminds me of the early MAOIs, where people noticed a drug working for a different condition

I genuinely wonder if the same thing would have happened if Prozac happened to treat tuberculosis and was developed in the 50s; would it also have so obviously “just worked”?

![Image](https://pbs.twimg.com/media/Gjvw56RWcAA75jk.jpg)

### [Tweet, 12:12 UTC](https://x.com/AaronBergman18/status/1890373520154120539) · 6 likes

Pretty nuts that oxytocin induces labor. Evolution was really cooking with that one

### [Reply to @robertwiblin, 12:44 UTC](https://x.com/AaronBergman18/status/1890381504477306993) · 2 likes

_(The tweet being replied to by @robertwiblin is no longer available.)_

1 but it only changes p(listen) from .99999 to .999992

### [Reply to @RichardHanania, 13:05 UTC](https://x.com/AaronBergman18/status/1890386876478955846) · 15 likes

> **Richard Hanania (@RichardHanania):** A problem with EA types is that they overestimate the good charity has done in the world and underestimate the good of markets.
>
> It's usually better to invest your money in goods and services people want than sitting there and trying to think about what you can do for them.
>
> (quoting @AmandaAskell: My take on the ethics of billionaires: - Making billions of dollars: morally fine (sometimes bad, often good) - Keeping billions of dollars: morally bad (children are dying yo) - Giving away billions of dollars: morally awesome (you save many people, you deserve much praise))

I mean obviously I’d say this but I don’t think this is true? Like the question of when you should expect charity to beat investment and personal consumption has been wrestled with quite a bit, it’s a critique that’s already been incorporated

### [Reply, 13:24 UTC](https://x.com/AaronBergman18/status/1890391737572462946) · 1 like

Absolutely bodied by Claude Sonnet, which says I “somewhat overstates the case that they shouldn't be compared. In practice, people need to make allocation decisions between these options, even if they operate on different philosophical dimensions.​​​​​​​​​​​​​​​​“

### [Reply to @jjspicer, 15:03 UTC](https://x.com/AaronBergman18/status/1890416668637090098) · 1 like

> **Jonny Spicer🔸 (@jjspicer):** Isn’t this graph obviously wrong? Pretty sure the NHS doesn’t cost £176 trillion, what am I missing? Also the IHT revenue blatantly doesn’t  line up with the y axis to make it look less significant than it is

It says billion

### [Reply to @livgorton, 15:20 UTC](https://x.com/AaronBergman18/status/1890420903994962355) · 2 likes

> **Liv (@livgorton):** for valentine’s day, i’d love a pet big and/or miniature cow pls

I hope he reads this

### [Reply to @livgorton, 15:21 UTC](https://x.com/AaronBergman18/status/1890421047117091316) · 2 likes

> **Liv (@livgorton):** for valentine’s day, i’d love a pet big and/or miniature cow pls

🅱️ig 🐷

### [Reply to @livgorton, 15:22 UTC](https://x.com/AaronBergman18/status/1890421306681626978) · 2 likes

> **Liv (@livgorton):** that would suffice, yes

### [Reply to @crumbraven, 15:35 UTC](https://x.com/AaronBergman18/status/1890424607611445535) · 2 likes

> **crumbraven (@crumbraven):** @GarrettPetersen that’s a fucking good question

Fr

### [Reply to @livgorton, 15:46 UTC](https://x.com/AaronBergman18/status/1890427514398326846) · 2 likes

> **Liv (@livgorton):** wow i misspelt pig 😭🐽 this was written in a state of late night delirious yearning for a farm animal

Cancelled

### [Reply to @skooookum, 16:23 UTC](https://x.com/AaronBergman18/status/1890436611172675854) · 15 likes

_(The tweet being replied to by @skooookum is no longer available.)_

I straightforwardly do not believe there’s a causal link and am willing to bet on this

### [Reply to @RichardMCNgo, 18:25 UTC](https://x.com/AaronBergman18/status/1890467390917357669) · 26 likes

> **Richard Ngo (@RichardMCNgo):** Trump was way ahead of the curve on the three most important geopolitical issues of the last decade:
> \- Everyone sleeping on China (remember the compilations of him saying China over and over?)
> \- EU hugely underspending on defense (leading to disaster in Ukraine)
> \- Abraham Accords
>
> (quoting @0xDeric: @RichardMCNgo I'm curious what examples you would provide of Trump's incredible geopolitical instincts! Not explicitly against it, but also I can't think of obvious examples that I would point to that display international political acumen)

When you say incoherent bullshit about everything, people can sift through and find stuff you got right but Trump has also said/done things that point in the opposite direction

Maybe you can give him the second thing about EU spending, but even that wasn’t exactly a novel insight (maybe you like his hardline rhetoric here but that’s a separate point)

### [Tweet, 21:29 UTC](https://x.com/AaronBergman18/status/1890513841949135115) · 2 likes

(Possibly?) nobody has ever had less skin in the game, as a matter of proportionality (ie skin in the game : importance of the game) than Elon Musk and the federal government

### [Thread, continued, 21:31 UTC](https://x.com/AaronBergman18/status/1890514348444922039) · 2 likes

Refusal to recognize the gravity of his whims is separable from and possibly more damning than any single object-level decision

### [Reply to @OpenAINewsroom, 21:37 UTC](https://x.com/AaronBergman18/status/1890515717969052126) · 429 likes

> **OpenAI Newsroom (@OpenAINewsroom):** "OpenAI is not for sale, and the board has unanimously rejected Mr. Musk's latest attempt to disrupt his competition. Any potential reorganization of OpenAI will strengthen our nonprofit and its mission to ensure AGI benefits all of humanity."
>
> —Bret Taylor, Chair, on behalf of the OpenAI Board of Directors

Sounds like you’re lying, because the current goal is to abandon the nonprofit’s original charter

## Saturday, February 15, 2025

### [Quote tweet, 00:18 UTC](https://x.com/AaronBergman18/status/1890556158454211034) · 12 likes

I kinda vibe-associate with alt-psychiatry but I have 0% confidence that this is going to be done well

> **Quoting chris person (@Papapishu):** Gonna be honest: I wouldn’t do that if I were you man.  https://www.whitehouse.gov/presidential-actions/2025/02/establishing-the-presidents-make-america-healthy-again-commission/
>
> [image attached](https://pbs.twimg.com/media/GjtLrNpXQAAuA69.jpg)

### [Thread, continued, 00:18 UTC](https://x.com/AaronBergman18/status/1890556160509460677) · 3 likes

The claims I will actually stand by are that MAOIs are relatively underrated and under-prescribed, antipsychotics are probably given out at highish doses a bit too freely/without sufficient warning

### [Reply to @MariGO2thepolls, 01:37 UTC](https://x.com/AaronBergman18/status/1890576125731934341) · 2 likes

> **🏳️‍🌈Mar G-O 🌐🇺🇦 (@MariGO2thepolls):** I think looks are generally completely off limits unless and only unless one has a very deceptive pfp. Like cmon this is pathetic
>
> [image attached](https://pbs.twimg.com/media/GjygGygXgAEs16I.jpg)
> [image attached](https://pbs.twimg.com/media/GjygGygXcAAK-mk.jpg)

Making fun of people’s looks is bad, even if they have bad politics

There’s nothing wrong with using a relatively flattering picture as pfp

### [Quote tweet, 10:44 UTC](https://x.com/AaronBergman18/status/1890713744365301932) · 26 likes

What in the world

> **Quoting Gabriel (@gbrl_dick):** truly one of the most incredible policy stories i can remember — in the midst of covid, italy gave away €200 billion to the construction industry (😉) to renovate a few homes.
>
> after this and the IRA, MMT is now kind of approximately responsible for at least two of these lmao
>
> [image attached](https://pbs.twimg.com/media/Gj0fkVpaQAALMz1.jpg)
> [image attached](https://pbs.twimg.com/media/Gj0fkVoa4AA-n1K.jpg)
> [image attached](https://pbs.twimg.com/media/Gj0fkVqboAEQALk.jpg)
> [image attached](https://pbs.twimg.com/media/Gj0fkVpb0AAmgWL.jpg)

### [Reply to @bayeslord, 10:52 UTC](https://x.com/AaronBergman18/status/1890715769509490769) · 9 likes

> **bayes (@bayeslord):** question for the ai doomers reading this, sincerely, why do you think memetic success been relatively hard to come by?

I think I reject the premise; abstract claims about the future are competing over a very small % of the population to begin with. There’s no world in which >50% of the population is e/acc or doomer rn (you can get people to say whatever on surveys with the right wording but that’s different)

### [Reply to @_alice_evans, 11:56 UTC](https://x.com/AaronBergman18/status/1890731852261912962) · 10 likes

> **Alice Evans (@_alice_evans):** Male-female friendships are a under-rated driver of gender equality.
>
> When women can fraternise freely, they can share ideas, gain respect, & build empathy with men who care about their wants & welfare.
>
> Countries with high male-female friendships score better on equality 👇
>
> [image attached](https://pbs.twimg.com/media/Gj0Fj7wWYAEazNj.jpg)

I like girls and volunteer to be their friend

### [Reply to @peterwildeford, 14:34 UTC](https://x.com/AaronBergman18/status/1890771674468843601) · 3 likes

> **Peter Wildeford🇺🇸🚀 (@peterwildeford):** @ShakeelHashim @Mjreard yeah I misspoke - this is what I meant
>
> tweeting is hard

The whole thing is really quite clear and intuitive

### [Reply to @banterrealism, 14:59 UTC](https://x.com/AaronBergman18/status/1890778069226438748) · 1 like

> **Sex Haver (@banterrealism):** You guys grew up with the internet no?
>
> Start acting like it

The parsimonious explanation for random medium big accounts is that they are who they say they are (conditional on this being plausible)

Seems so much harder and more complex to make a fake big account

### [Reply to @monodevice, 15:02 UTC](https://x.com/AaronBergman18/status/1890778726838714398) · 2 likes

> **🐜onio (@monodevice):** This is a very typical straight male who either lost a bet or is engaging in some one-upmanship or is responding to a dare. Most often done in explicit absence of any non-males, meaning this should be seen as a bull signal on the military, if that's your concern.
>
> (quoting @libsoftiktok: What is going on at the Air Force…. Reportedly at Holloman Air Force Base in New Mexico)

Yes, ~0% chance this is earnest

### [Reply to @matt_beard_, 15:11 UTC](https://x.com/AaronBergman18/status/1890780948981006606) · 4 likes

> **Matt Beard (@matt_beard_):** it's a pretty amazing feeling when all of your problems are instantly solved all at once. "your visa has been approved for three years" is the best sentence I've ever heard (other than "I do").

Lfg congrats 🇺🇸🗽🎆🎇⭐🦅🚀🏈🥧🎺💙❤️🤍🗽🇺🇸🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🗽🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🗽🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🎆🗽🎇🦅⭐🚀🏈🥧🎺💙🤍❤️ 🇺🇸🗽🎆🎇⭐🦅🚀🏈🥧🎺💙❤️🤍🗽🇺🇸🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🗽🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🗽🎆🎇🦅⭐🚀🏈🥧🎺💙🤍❤️🇺🇸🎆🗽🎇🦅⭐🚀🏈🥧🎺💙🤍❤️

### [Reply to @pli_cachete, 16:35 UTC](https://x.com/AaronBergman18/status/1890802230543941918) · 3 likes

> **Rota Is In Israel🚪🧎‍♂️ (@pli_cachete):** 2/3

The answer is always something like this

(4/3)pi(r^3)-ass answer

### [Reply to @mattyglesias, 16:52 UTC](https://x.com/AaronBergman18/status/1890806479881388493) · 32 likes

_(The tweet being replied to by @mattyglesias is no longer available.)_

I don’t think EV policy should be set based on the owners politics

### [Reply to @littmath, 17:00 UTC](https://x.com/AaronBergman18/status/1890808418916548905) · 29 likes

> **Daniel Litt (@littmath):** It’s undeniable at this point that the best LLMs are quite good at standard undergrad material. One place they still underperform strong math undergrads, though, is honesty. Good students (even those who haven’t fully mastered the material) resist bluffing/BSing.

My best guess is that bluff/BSing isn’t a good description of the internal psychology

Like I don’t think the model has an internal representation of it being wrong; from the inside being right and being wrong “feels” the same to an LLM (generally)

### [Reply to @mattyglesias, 17:07 UTC](https://x.com/AaronBergman18/status/1890810244822897090) · 5 likes

_(The tweet being replied to by @mattyglesias is no longer available.)_

Ah makes sense

### [Reply to @sama, 17:55 UTC](https://x.com/AaronBergman18/status/1890822244558918047) · 11 likes

> **Sam Altman (@sama):** i particularly love when the anti-AI crowd makes up shit about our water usage while eating a hamburger
>
> (quoting @AlecStapp: Using ChatGPT isn't going to destroy the environment or consume all our resources)

@AndyMasley

### [Reply to @sama, 17:56 UTC](https://x.com/AaronBergman18/status/1890822409323769998) · 53 likes

> **Sam Altman (@sama):** i particularly love when the anti-AI crowd makes up shit about our water usage while eating a hamburger
>
> (quoting @AlecStapp: Using ChatGPT isn't going to destroy the environment or consume all our resources)

![Image](https://pbs.twimg.com/media/Gj2M9fRXsAAlX9j.jpg)

### [Tweet, 19:00 UTC](https://x.com/AaronBergman18/status/1890838610976317654) · 6 likes

5 minute survey to weigh in on the use of insects in animal feed in the UK. Suggested responses and direct link below.

Took me about 4 mins total

![Image](https://pbs.twimg.com/media/Gj2bshRXoAAEorl.jpg)

### [Reply to @NoahTopper, 19:09 UTC](https://x.com/AaronBergman18/status/1890840913301114884) · 2 likes

> **Quinoah 🔍⏸️ (@NoahTopper):**
>
> [image attached](https://pbs.twimg.com/media/Gj2buRaaAAAMQ0W.png)

@littIeramblings

### [Reply to @goingawoll, 19:28 UTC](https://x.com/AaronBergman18/status/1890845619222180218) · 7 likes

> **Amos Wollen 🦐🪰✴️ (@goingawoll):**
>
> [image attached](https://pbs.twimg.com/media/Gj2cUyDXwAAOD2q.jpg)

Link for others https://www.theguardian.com/world/2025/feb/15/prawn-farming-cruelty-electrical-stunning-waitrose

### [Reply to @WillowChem, 19:52 UTC](https://x.com/AaronBergman18/status/1890851618226123229) · 5 likes

> **MagpAI (@WillowChem):** !!!!!! Someone printed me out the Roche metabolic pathways poster onto cloth so that I can actually keep it and transport it around with me. This makes me so unbelievably happy
>
> [image attached](https://pbs.twimg.com/media/Gj2mjB4XkAA-kw3.jpg)

Based

### [Reply to @banterrealism, 19:59 UTC](https://x.com/AaronBergman18/status/1890853373399670898) · 2 likes

> **Sex Haver (@banterrealism):** Guy who is pro vaccine but anti SSRIs and ozempic but only lowkey

Vaccines > ozempic > SSRI > 0

### [Reply to @NoahTopper, 20:01 UTC](https://x.com/AaronBergman18/status/1890853955535519779) · 3 likes

> **Quinoah 🔍⏸️ (@NoahTopper):** This is huge

Poast bench at some point

### [Reply, 20:03 UTC](https://x.com/AaronBergman18/status/1890854392527503411)

I thought u were a commie

### [Reply to @bijibiji2023, 20:07 UTC](https://x.com/AaronBergman18/status/1890855384157409502) · 2 likes

> **hoff 🧒🏻😻 (@bijibiji2023):** @AaronBergman18 I give up I’m going to join ur shrimp movement

Yay (we’re not winning yet but trending in the right direction)

### [Reply to @AskYatharth, 20:21 UTC](https://x.com/AaronBergman18/status/1890858899663999013) · 361 likes

> **yatharth ༺༒༻ (@AskYatharth):** i've already wondered & felt confused how humans could eat anything from hamburgers to plants to fish and still make... more human body. i've also been surprised how plants mostly gain their mass from the "air". the surprising answer to both is that we are carbon-based life?

Humans require a relatively varied diet and require 40-50 specific low-level nutrients, mostly molecules but some elements iirc

In some ways it’s more amazing that like rabbits and other herbivores can make more rabbit from only like grass

A rabbit organism isn’t that much simpler than a human organism!

![Image](https://pbs.twimg.com/media/Gj2uJcyXEAA-io5.jpg)

### [Tweet, 20:36 UTC](https://x.com/AaronBergman18/status/1890862687606775836) · 2 likes

TIL important biochemical reactions in humans involve “quantum tunneling” of protons (apparently there’s a second type of non-nuclear subatomic particle change besides ionization \[which is when electrons move around\])

Can’t say I fully understand it

![Image](https://pbs.twimg.com/media/Gj2xl51XYAAP_Pn.jpg)

## Sunday, February 16, 2025

### [Reply, 00:48 UTC](https://x.com/AaronBergman18/status/1890926124214985165)

Based gf

### [Thread, continued, 00:48 UTC](https://x.com/AaronBergman18/status/1890926233493315861)

What is she looking at that rocks 2000 nits? Not many monitors do that

### [Tweet, 01:08 UTC](https://x.com/AaronBergman18/status/1890931116044890447) · 2 likes

.@WhatsApp when I search for “chicken” in the emoji reaction panel, the “🐓” character doesn’t appear as an option! (This isn’t true in general on iOS/other apps)

Please assign a very well-paid engineer to fix this urgent and tremendously important injustice, thx

![Image](https://pbs.twimg.com/media/Gj3vNOsX0AA6QNt.jpg)

### [Thread, continued, 01:08 UTC](https://x.com/AaronBergman18/status/1890931250870845876) · 3 likes

They should give me like a $25k bounty for this tbh

### [Reply to @DeepDishEnjoyer, 01:12 UTC](https://x.com/AaronBergman18/status/1890932292811411620) · 3 likes

> **peepeepoopoo (@DeepDishEnjoyer):** If this is true THIS FEELS VERY BAD FOR AI SAFETY
>
> (quoting @AaronBergman18: @littmath My best guess is that bluff/BSing isn’t a good description of the internal psychology Like I don’t think the model has an internal representation of it being wrong; from the inside being right and being wrong “feels” the same to an LLM (generally))

My claim is true of getting math problems wrong (which I have no reason to believe they aren’t being earnest about) not true in general tbc

Like intentional deception/hiding capabilities is still on the table and potentially discoverable via interpretability

### [Reply to @jeffreyhuber, 01:14 UTC](https://x.com/AaronBergman18/status/1890932714032758842) · 658 likes

> **Jeff Huber (@jeffreyhuber):** mildly interesting
>
> [image attached](https://pbs.twimg.com/media/Gj2wTf_bwAA3tqD.jpg)
> [image attached](https://pbs.twimg.com/media/Gj2wTf_bcAAOIaO.jpg)

![Image](https://pbs.twimg.com/media/Gj3xSDvWQAAPqO3.jpg)

### [Reply to @kane, 01:21 UTC](https://x.com/AaronBergman18/status/1890934596948087129) · 80 likes

> **Kane 謝凱堯 (@kane):** The reason Japanese cities can have nice public bathrooms is bc the penalty for vandalism is three years in prison, the penalty for drugs in a public space is seven years in prison, and penalty for drug trafficking is life, all with 99% conviction rate.
>
> [image attached](https://pbs.twimg.com/media/Gj3g_hkWYAAkEgu.jpg)
> [image attached](https://pbs.twimg.com/media/Gj3g_hjWgAAp3Yn.jpg)

This is insane. 7 years for smoking weed outside is bad, even if that leads downstream to marginally nicer bathrooms

### [Reply to @elgorond, 03:02 UTC](https://x.com/AaronBergman18/status/1890959912047419852) · 1 like

> **eLGO (@elgorond):** It's really not. It is disrespectful to do drugs in a public area, and where children can be. Have fun with the crack pipe at home

I largely agree; 7 years in prison is a lot. Maybe like a $200 fine lol

### [Reply to @pli_cachete, 03:03 UTC](https://x.com/AaronBergman18/status/1890960139131248703) · 2 likes

> **Rota Is In Israel🚪🧎‍♂️ (@pli_cachete):** I really do try my best to have a nuanced view of different political perspectives and ways of slicing up the world, but if you think this way you are unequivocally a part of my outgroup. Just an unbelievably self-effacing and incurious way of engaging with the world
>
> [image attached](https://pbs.twimg.com/media/Gj4J3x0XgAEcJpS.jpg)

(Also false, importantly)

### [Reply to @RichardHanania, 03:11 UTC](https://x.com/AaronBergman18/status/1890962105454465045) · 5 likes

> **Richard Hanania (@RichardHanania):** It’s Saturday night, and I’m here to provide what you need. A 5,000 word essay on why America needs more corruption.
>
> I explain why you should stop worrying about Elon’s conflicts of interest, and learn to love Chinese billionaires buying our politicians. https://www.richardhanania.com/p/american-governance-is-not-corrupt

Oh man bad take. There are two optima: a global optimum with very low corruption and a worse local optimum with developing country level corruption where everyone knows that’s how you do things

America isn’t so far gone that we have to resign ourselves to the worse world!

### [Reply to @banterrealism, 03:58 UTC](https://x.com/AaronBergman18/status/1890973891310289035) · 2 likes

> **Sex Haver (@banterrealism):** Pretty crazy that I felt nervous posting this originally, compared to how obvious of a slam dunk it should have been in retrospect
>
> (quoting @banterrealism: My take on trump is that I don’t take him seriously. Bad faith rhetoric (I hate) which spills over into real consequence (Jan 6) and I don’t understand how serious people (from tpot) find him nuanced. I’ve never argued about him with anyone. I’m kinda hoping the era just passes.)

Yes correct take

### [Quote tweet, 04:08 UTC](https://x.com/AaronBergman18/status/1890976572208804010) · 10 likes

Replies here are a great illustration how the pendulum of public opinion swings

Lots of strong reaction to the current bad thing (people don’t like weed in public/public disorder; neither do I)

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** @kane @Noahpinion This is insane. 7 years for smoking weed outside is bad, even if that leads downstream to marginally nicer bathrooms

### [Thread, continued, 04:08 UTC](https://x.com/AaronBergman18/status/1890976574029136368) · 4 likes

Not a ton of effort to pre-empt the inevitable bad thing in the other direction: lives ruined for objectively relatively minor harm (the one guy smoking weed outside isn’t responsible for all instances of public disorder, even if you want him to be a scapegoat)

### [Reply to @niplav_site, 08:49 UTC](https://x.com/AaronBergman18/status/1891047350673572026) · 7 likes

> **niplav (@niplav_site):** Why do effective altruists mostly try to stop/prevent things?
>
> Examples: Prevent AI risk & biorisk, eliminate diseases, decrease the amount of factory farming…
>
> (They do try to create/build stuff, but mostly as instrumental goals)
>
> Shouldn't the ratio be 50-50, a priori?

In which I record a ramble and get Claude to figure out what I'm trying to say. This is getting like 90% of the conceptual content across

![Image](https://pbs.twimg.com/media/Gj5Zht3XkAADw4o.jpg)

### [Reply to @caleb_parikh, 08:51 UTC](https://x.com/AaronBergman18/status/1891047799543693547) · 3 likes

> **Caleb Parikh (@caleb_parikh):** Seems fine given that empirically Japan's policies result in few people going to prison.
>
> [image attached](https://pbs.twimg.com/media/Gj5VLM3XkAAShGV.jpg)

I mean that's a very big bundle of policies and culture and other differences. It's directional evidence that their drug sentencing is good for this but not super strong

### [Quote tweet, 08:58 UTC](https://x.com/AaronBergman18/status/1891049415252578784) · 9 likes

Boosting this point but also: not to be too much of a simp but Claude Sonnet still seems exceptionally good at a certain class of harder-to-make-a-benchmark-for vibey tasks

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** @niplav_site In which I record a ramble and get Claude to figure out what I'm trying to say. This is getting like 90% of the conceptual content across
>
> [image attached](https://pbs.twimg.com/media/Gj5Zht3XkAADw4o.jpg)

### [Reply to @Rado9910, 10:05 UTC](https://x.com/AaronBergman18/status/1891066238945693920) · 1 like

> **Rado9910 (@Rado9910):** Must read. A very good argument for why suffering reduction matters more than happiness creation.
>
> (quoting @AaronBergman18: @niplav_site In which I record a ramble and get Claude to figure out what I'm trying to say. This is getting like 90% of the conceptual content across)

I’m not sure it’s an explanation of why, although I see the temptation to have ethics align with some elegant metaphysics

I think it \*does\* in fact align, but this is something like a conceptual coincidence

### [Reply to @WillowChem, 18:19 UTC](https://x.com/AaronBergman18/status/1891190631633981950) · 6 likes

> **MagpAI (@WillowChem):** Hahahahaha holy shit. This is legitimately insane.
>
> [image attached](https://pbs.twimg.com/media/Gj635AsW8AA3N-1.jpg)

I like the chutzpah

### [Reply to @Thinkwert, 19:03 UTC](https://x.com/AaronBergman18/status/1891201762515673209) · 2 likes

> **Thinkwert (@Thinkwert):** Boars wandering the streets in Poland.
>
> [video attached](https://x.com/Thinkwert/status/1890830529957687621/video/1)

@livgorton 🐷

### [Quote tweet, 19:31 UTC](https://x.com/AaronBergman18/status/1891208751501242468) · 5 likes

Many such cases but my layperson interpretation is that objectively large increases in capability are, in ML, exceptionally and counterintuitively common both via hardware improvement/cost and the background rate of software innovations like this

See also: Deepseek

> **Quoting ℏεsam (@Hesamation):** we aren't losing our minds enough over this paper:
> \> test-time compute by implicitly reasoning in layers
> \> no special training data like CoT
> \> can reason beyond words
> \> 3.5B model with this performs like a 50B model
> \> more like human brain than current "reasoning" LLMs
>
> [image attached](https://pbs.twimg.com/media/Gj30-mmW8AAdNet.jpg)

### [Thread, continued, 19:31 UTC](https://x.com/AaronBergman18/status/1891208753367646712) · 6 likes

In ~any other field a functional 10x increase in the productivity of some major input resource is rightly worth losing one’s mind over

In ML it’s just another day watching straight lines on a log graph go brr

### [Reply to @GarettJones, 19:34 UTC](https://x.com/AaronBergman18/status/1891209642555883842) · 10 likes

> **Garett Jones (@GarettJones):** The Politico interview with @krishnanrohit perhaps fits my vibes-over-results take on DOGE:
>
> [image attached](https://pbs.twimg.com/media/Gj7sUtjWcAAKQdu.jpg)
> (quoting @GarettJones: @OliverSegal2 @DOGE Yep, now we just have to solve for the @DOGE equilibrium: One would predict we'll get a lot of policy shaped by memes and vibes which are based on inaccurate information.)

Ahh but it’s a victory of a bad culture! It’s like “move fast and break things you don’t understand while having no skin in the game”!

There \*are\* cultural changes in the govt that would be good - this isn’t one of them

### [Thread, continued, 19:38 UTC](https://x.com/AaronBergman18/status/1891210642607989185) · 3 likes

And it’s not like random citizens are going to see government working better for them via any of the changes

IRS has got to be the clearest example of this

Good reform: pay market rate for talented devs to make a free universal intuitive easy tax filing system

DOGE reform: fire IRS agents, reducing overall revenue but idk vibes or something

### [Reply to @RpsAgainstTrump, 23:38 UTC](https://x.com/AaronBergman18/status/1891271043790090519) · 1 like

> **Republicans against Trump (@RpsAgainstTrump):** Where’s DOGE?
>
> (quoting @CalltoActivism: Since we’re on the topic of government waste, Donald Trump’s joyride around the Daytona 500 cost American taxpayers around $5,000,000. 🤡 Here’s the breakdown: Air Force One Costs: estimated $800,000 – $1,000,000. Presidential Motorcade & Transport: estimated $200,000 – $500,000…)

As much as I hate Trump this seems fine; it costs a lot to keep POTUS safe

## Monday, February 17, 2025

### [Quote tweet, 01:27 UTC](https://x.com/AaronBergman18/status/1891298469286981952) · 16 likes

You don’t actually have to undertake an ambitious cultural project like inventing a new superior flavor of masculinity

80% of the \*achievable\* gains to be had come from treating men at a broad cultural level the way people treat men they personally know and like

> **Quoting Everything Price Sufferer (but especially eggs) (@agraybee):** The suggestions for Democrats to win back young men are like "just invent a new type of masculinity that doesn't disparage women and then convince them all it's better than the old type of masculinity." Oh, ok!

### [Thread, continued, 01:27 UTC](https://x.com/AaronBergman18/status/1891298471493112138) · 7 likes

Being normal, respectful, and fundamentally non-prejudiced goes a long way

### [Thread, continued, 01:28 UTC](https://x.com/AaronBergman18/status/1891298623075254297) · 4 likes

Perpetual take

### [Quote tweet, 02:52 UTC](https://x.com/AaronBergman18/status/1891319685745873217) · 13 likes

1\) I’m glad lightcone got the money

2\) I feel like I’ve seen “hit the goal just barely” phenomenon throughout my life but here’s a recent and elegant example (note that the $15k “goal” is purely symbolic - we achieved the highest actual incentive at $35k just barely)

![Image](https://pbs.twimg.com/media/Gj9ROsyXwAAaqw5.jpg)

![Image](https://pbs.twimg.com/media/Gj9ROswXEAAPmz9.jpg)

> **Quoting Ben Landau-Taylor (@benlandautaylor):** Lightcone's monthslong fundraiser meeting its $2m goal in the last 6 hours is the clearest illustration I’ve seen yet of the "by default, people give money to nonprofits if and only if the alternative is that the nonprofit will literally die" thesis.
>
> [image attached](https://pbs.twimg.com/media/Gh_wQiyaQAA0zGy.png)

### [Reply to @saulmunn, 02:53 UTC](https://x.com/AaronBergman18/status/1891320075468054727) · 1 like

> **saul munn (@saulmunn):** i would find this valuable, and would encourage you to write this up.
>
> if there are things i can do to make it more likely that this happens — e.g. i sit with you while you write, you dictate to me, i figure out a bounty & operationalize it & pay you, etc.

Yeah same!

This seems like a very high leverage EA Forum post and I’m realizing that I haven’t really thought about this (not that I control a ton of money so that doesn’t hugely matter, but I feel like I have opinions about lots of other things lol)

### [Reply to his own earlier tweet, 02:54 UTC](https://x.com/AaronBergman18/status/1891320391630549049) · 5 likes

> **Aaron Bergman, February 17, 2025:** 1\) I’m glad lightcone got the money 2) I feel like I’ve seen “hit the goal just barely” phenomenon throughout my life but here’s a recent and elegant example…

I will take a bit of credit here for pushing for the $35k reward to exist at all

### [Thread, continued, 02:57 UTC](https://x.com/AaronBergman18/status/1891321090116358534) · 3 likes

A certain account reading this actually put us over $35k at the end and I invite them to chime in!

### [Reply to @skooookum, 03:23 UTC](https://x.com/AaronBergman18/status/1891327586023682357) · 17 likes

_(The tweet being replied to by @skooookum is no longer available.)_

Not claiming 95th IQ but for me I really don’t think there’s a tradeoff

Tweeting is natural/effortless, longform is extremely hard and time isn’t the limiting factor

### [Reply to @pli_cachete, 03:26 UTC](https://x.com/AaronBergman18/status/1891328283939127409) · 2 likes

> **Rota Is In Israel🚪🧎‍♂️ (@pli_cachete):** @AaronBergman18 @skooookum Your brain finding tweeting effortless is the limiting factor

My brain finding longform hard is the limiting factor

Not sure if you mean these to be one and the same

### [Tweet, 03:29 UTC](https://x.com/AaronBergman18/status/1891329046513946721) · 13 likes

Gonna start documenting tweets so bad that they single-handedly remind me I’m on the For You feed

![Image](https://pbs.twimg.com/media/Gj9Zvn9XsAE2xO6.jpg)

### [Tweet, 03:43 UTC](https://x.com/AaronBergman18/status/1891332637832159551) · 15 likes

The flip side of “cutting a bunch of random bullshit only changes the budget by .00000001%” is that the USA is really big and we can actually have quite nice institutions that serve everyone for a relatively trivial amount of money

### [Thread, continued, 03:43 UTC](https://x.com/AaronBergman18/status/1891332639333728766) · 2 likes

The thing that is hard to provide is cash/goods/rivalrous services (eg healthcare) to hundreds of millions of people

That is expensive necessitates legitimately difficult policy discussion and prioritization

### [Thread, continued, 03:43 UTC](https://x.com/AaronBergman18/status/1891332640776585491) · 6 likes

But for things that basically serve the whole country at once, like the national park service, or the FDIC, or random education/finance/bio research programs, and good regulatory bodies like the Fed, congrats we actually can have all that for like $10 each

### [Thread, continued, 03:43 UTC](https://x.com/AaronBergman18/status/1891332642680737899) · 3 likes

That’s because the US is \*counterintuitively\* large. It doesn’t feel like I should be able to get a bunch of nice stuff for cheap. But 350M is a lot of people!

### [Thread, continued, 03:43 UTC](https://x.com/AaronBergman18/status/1891332644496892268) · 3 likes

Ofc that’s not to say everything should go: on the regulatory front, the  main cost is the actual (de)merit of the institution and various specific policies

I (mostly) dislike the FDA - but because their regulations are bad, not because it costs too much to run!

### [Tweet, 03:49 UTC](https://x.com/AaronBergman18/status/1891334030722785450) · 8 likes

I understand there are concerns around wanting to be light touch and have minimal false positives, but if anything @CommunityNotes should put notes on more stuff

### [Thread, continued, 03:49 UTC](https://x.com/AaronBergman18/status/1891334032375300604) · 3 likes

Doesn’t just have to be corrective - could be like “yes this tweet is basically fair and accurate but here’s the crowdsourced single best bit of extra context that might be useful”

Non-corrective could be opt in/out

### [Reply to @livgorton, 05:34 UTC](https://x.com/AaronBergman18/status/1891360442406125706) · 5 likes

> **Liv (@livgorton):** float16 is just spicy integers pretending to be real numbers and i'm tired of pretending it's not

![Image](https://pbs.twimg.com/media/Gj92TArWEAEJzvy.jpg)

![Image](https://pbs.twimg.com/media/Gj92TAqWAAAZLh9.jpg)

### [Reply to @matt_beard_, 17:48 UTC](https://x.com/AaronBergman18/status/1891545167166877793) · 6 likes

> **Matt Beard (@matt_beard_):** Excited to share that I've joined @80000Hours as an Advisor! Looking forward to speaking with talented, altruistic people about how to use their careers for good. I'm based in Washington DC and would love to chat with subject matter experts to learn about their fields.

Big if true

### [Reply to @sebkrier, 20:10 UTC](https://x.com/AaronBergman18/status/1891580925118394753) · 4 likes

> **Séb Krier (@sebkrier):** If you (a) have excellent writing skills, policy acumen, technical literacy, analytical skills; (b) are a Good human; and (c) want to write high quality, detailed memos for deepmind's policy team - then you should apply to the FIG fellowship by 7 March: https://futureimpact.group/
>
> [image attached](https://pbs.twimg.com/media/GkAqdhqbAAAa2hb.jpg)

@littIeramblings

### [Quote tweet, 20:29 UTC](https://x.com/AaronBergman18/status/1891585770462335312) · 4 likes

Not good but at least the plane didn’t fucking explode

Maybe Boeing et al should work on making it so that if planes are ever in the wrong configuration (eg by hitting a helicopter) the fuel stays contained better and doesn’t ignite

(Note: I have no idea what I’m talking about)

> **Quoting Alex Macheras (@AlexInAir):** Breaking: Delta flight 4819, operated by regional subsidiary has been involved in an accident at Toronto Pearson Airport. The aircraft, a CRJ-900 (N932XJ), is pictured here - shockingly - upside down. Emergency response is underway, airport is closed.
>
> [image attached](https://pbs.twimg.com/media/GkA-uGDXEAEBHAl.jpg)
> [image attached](https://pbs.twimg.com/media/GkA-uHYWIAI3UZ-.jpg)
> [image attached](https://pbs.twimg.com/media/GkA-uGCWcAA1zo6.jpg)

### [Thread, continued, 20:29 UTC](https://x.com/AaronBergman18/status/1891585772597260761) · 3 likes

Like it’s quite rare to see a plane in an unnatural position like this but not on fire. But evidently it’s possible

Cc @SpacedOutMatt can tell me why I’m wrong

### [Reply to @outliersgeorg, 20:32 UTC](https://x.com/AaronBergman18/status/1891586521561546986) · 2 likes

> **Alastair Zaraza's liminal corpse party (@outliersgeorg):** @slimepriestess @YitziLitt Nicotine is probably one of the safer antipsychotics on the market as long as you dose the pure stuff responsibly (i.e. no combustion)

Yeah use gum not cigs

### [Reply to @slimepriestess, 20:33 UTC](https://x.com/AaronBergman18/status/1891586790001189004) · 2 likes

> **Ra (@slimepriestess):** @YitziLitt in that i have nothing to stop the hallucinations and delusions from getting real annoying now

Cc https://slatestarcodex.com/2016/01/11/schizophrenia-no-smoking-gun/

### [Reply to @iScienceLuvr, 20:46 UTC](https://x.com/AaronBergman18/status/1891590130160251180) · 33 likes

> **Tanishq Mathew Abraham, Ph.D. (@iScienceLuvr):** Have you heard of Cleo?
>
> Cleo was an account on Math Stack Exchange that was infamous for dropping the answer to the most difficult integrals with no explanation...
>
> often mere minutes after the question was asked!!
>
> For years, no one knew who Cleo was, UNTIL NOW!
>
> [image attached](https://pbs.twimg.com/media/Gj_WyVAbgAAOA19.jpg)
> [image attached](https://pbs.twimg.com/media/Gj_W3WjaIAA3pA2.png)

I did a bit of investigation back in the day

### [Tweet, 21:06 UTC](https://x.com/AaronBergman18/status/1891594986543530067) · 5 likes

Fed Spotify likes to Claude

This is kinda nuts (these seem clearly true for me)

![Image](https://pbs.twimg.com/media/GkBLiQGWsAADjVh.jpg)

### [Reply to @sporadica, 21:11 UTC](https://x.com/AaronBergman18/status/1891596334714569107) · 6 likes

> **spor (@sporadica):** “how are you so happy?”
>
> brother, when i was 17 i discovered that i could physiologically stimulate adrenaline release on command in just about any situation
>
> skill issue

I kinda doubt what you’re intuiting is literal adrenaline. When you inject people with adrenaline it generally causes anxiety and is unpleasant

### [Reply to @AaronBergman18, 21:20 UTC](https://x.com/AaronBergman18/status/1891598608677458275) · 2 likes

_(The tweet being replied to by @AaronBergman18 is no longer available.)_

I don’t love the singular first person pronoun thing going though lol

### [Reply to @BNONews, 21:23 UTC](https://x.com/AaronBergman18/status/1891599360430891261) · 36 likes

> **BNO News (@BNONews):** UPDATE: At least 8 injured after Delta plane crash landed in Toronto - CP24
>
> [video attached](https://x.com/BNONews/status/1891581690868290018/video/1)

How do I become the guy that shoots water at upside down planes

### [Quote tweet, 21:40 UTC](https://x.com/AaronBergman18/status/1891603772993888714) · 75 likes

Nature is terrible in a quadrillion ways

> **Quoting Historic Vids (@historyinmemes):** Wolf lived with a tree branch trapped between his teeth for years
>
> [image attached](https://pbs.twimg.com/media/GkBR19CXYAAzDO5.jpg)

### [Reply to @albrgr, 23:04 UTC](https://x.com/AaronBergman18/status/1891624891239076236) · 3 likes

_(The tweet being replied to by @albrgr is no longer available.)_

The goal is a ~direct causal arrow from using twitter to playing with own kids

### [Reply to @DrAllyLouks, 23:32 UTC](https://x.com/AaronBergman18/status/1891631773647307216) · 3 likes

> **Dr Ally Louks (@DrAllyLouks):** So I have been seeing quite a few requests for me to start a podcast and I would love to hear what you would be interested in hearing about! Smell, of course, but in what capacity? And would you like to hear about anything else? I’d be grateful for your thoughts! 💕

Ally come on pigeon hour. You don’t have to prepare and guests can cut anything after recording. Maximally low-stakes and chill https://podcasts.apple.com/us/podcast/pigeon-hour/id1693154768

### [Tweet, 23:35 UTC](https://x.com/AaronBergman18/status/1891632562491076621) · 5 likes

I’m sad @DrAllyLouks got crazy big instead of just nice-nanocelebrity-medium-big bc in another timeline I think we’d be twitter friends

### [Reply to @_chair, 23:40 UTC](https://x.com/AaronBergman18/status/1891633750833827919) · 3 likes

> **Chair (@_chair):** @AaronBergman18 @DrAllyLouks damn you're trying to hold even your hypothetical friends back

How about she then goes megabig later

### [Tweet, 23:54 UTC](https://x.com/AaronBergman18/status/1891637300355838306) · 4 likes

I’m sad @DrAllyLouks got crazy big instead of just niche-nanocelebrity-medium-big bc in another timeline I think we’d be twitter friends

### [Reply to @FilledwithUrine, 23:55 UTC](https://x.com/AaronBergman18/status/1891637727797391567) · 7 likes

> **michael (@FilledwithUrine):** she’s the kind of beautiful that makes me do 40 pushups in my room at 3am

Real, Godspeed

## Tuesday, February 18, 2025

### [Reply to @Chadson, 00:00 UTC](https://x.com/AaronBergman18/status/1891638813253845164) · 7 likes

> **Chadson (@Chadson):** just FYI there are about 30 serious air accidents involving airliners in the US every year

Omg thank you for this tweet, it led me to  https://data.ntsb.gov/avdata

### [Reply to @aidan_mclau, 00:03 UTC](https://x.com/AaronBergman18/status/1891639612935709139) · 7 likes

_(The tweet being replied to by @aidan_mclau is no longer available.)_

Ya everyone smart af fr

### [Reply to @_chair, 00:19 UTC](https://x.com/AaronBergman18/status/1891643724628672712) · 5 likes

> **Chair (@_chair):** @AaronBergman18 you'd get used to it. this is just what the first couple days after dental work feels like

I kind of doubt this (chronic pain is absolutely a thing, hedonic adaptation is not a law of nature) and even if it’s true that’s a miserable couple of days

An hour of the worst dental pain I’ve had I’d gladly trade at least one week of healthy life to have slept through

### [Reply, 00:26 UTC](https://x.com/AaronBergman18/status/1891645488652341318) · 1 like

I mean you’d still have other environmental effects with perfect “education”

Eg lead

### [Tweet, 01:27 UTC](https://x.com/AaronBergman18/status/1891660877557825831) · 11 likes

So the second order effect of nobody hiring SWEs is that the price of second-tier (which might still be excellent) SWEs should drop and so it should become cheaper to start a software company (that doesn’t depend on hiring the 99th percentile)

Have we seen this?

### [Reply to @Aella_Girl, 03:16 UTC](https://x.com/AaronBergman18/status/1891688214475178466) · 5 likes

> **Aella (@Aella_Girl):** heaven forbid u intentionally increase your own amount of pain in a safe manner to help u process things more directly

I think this is a totally reasonable discussion to have but that guy’s replies are the wrong place to start(!) that conversation

Like your hypothesis needs to undergo more scrutiny elsewhere before it makes sense to stop deferring to norms

### [Thread, continued, 03:19 UTC](https://x.com/AaronBergman18/status/1891689059921039652) · 2 likes

Having been in a position of “I probably won’t hurt myself but I sure feel like it,” I’d want to have come to a conclusion on the matter well before being in that state, if this makes sense

### [Reply to @bubbling_creek, 03:35 UTC](https://x.com/AaronBergman18/status/1891693063984005309) · 2 likes

> **bubbling creek (@bubbling_creek):** @Aella_Girl @AaronBergman18 @Duderichy I kind of think your point is right in general - I've experienced extreme pain a few times, and I'd rather have had them than not, was an interesting experience. A few times when I was extremely stressed I've pinched myself pretty hard to recenter, I think that was fine.

Yeah I used to like slap myself (hard) as a kid when something went wrong. I kinda just randomly grew out of it

Tbh I think this was only bad for me insofar as it was embarrassing

### [Reply to @NathanB60857242, 06:33 UTC](https://x.com/AaronBergman18/status/1891737780071333994) · 3 likes

> **Nathan Barnard (@NathanB60857242):** @liz_love_lace @AaronBergman18 I think that this is mostly unsubstantiated contrainism. I agree it's less important than TAI, but so is everything.

I disagree

\- climate modeling and such has gotten better, severe or runaway warming is less likely than even 5 years ago

\- economic and humanitarian effects are going to be dominated by AI and not in an independent/additive way

\- at a personal ideological level, it’s not clear that warming is bad for wild animals which is something I didn’t used to think about

### [Quote tweet, 07:57 UTC](https://x.com/AaronBergman18/status/1891758960954253580) · 8 likes

What happens to airplanes like this? What’s the retail price for a super fucked up passenger jet?

> **Quoting RTN (@RTNToronto):** Inside view of Pearson plane crash in Toronto 😳🇨🇦
>
> [video attached](https://x.com/RTNCanada/status/1891620793789870446/video/1)

### [Reply to @CineraVerinia, 08:10 UTC](https://x.com/AaronBergman18/status/1891762119827140760) · 3 likes

_(The tweet being replied to by @CineraVerinia is no longer available.)_

![Image](https://pbs.twimg.com/media/GkDjnxTXEAAnC8X.jpg)

### [Quote tweet, 08:12 UTC](https://x.com/AaronBergman18/status/1891762642932367655) · 11 likes

Holding a phone in one hand doesn’t actually slow anyone down, you can tell that he’s moving at the exact same pace as everyone else

![Image](https://pbs.twimg.com/media/GkDkGOQWAAAfcig.jpg)

> **Quoting RTN (@RTNToronto):** Inside view of Pearson plane crash in Toronto 😳🇨🇦
>
> [video attached](https://x.com/RTNCanada/status/1891620793789870446/video/1)

### [Reply to @GarrettPetersen, 08:15 UTC](https://x.com/AaronBergman18/status/1891763392873902128) · 3 likes

> **Dr. Dad, PhD 🔄🔼◀️🔽▶️ (@GarrettPetersen):** DOGE guys have had access to those government databases for less than a month. It can be tough to acquaint yourself with all the nuances of a dataset in such a short time. I wouldn't make any big announcements without doing a lot more to verify them.

Lol real, database maintainers are not known for making all variables as intuitively named and understandable as possible

### [Reply to @MariGO2thepolls, 19:14 UTC](https://x.com/AaronBergman18/status/1891929221657714700) · 1 like

> **🏳️‍🌈Mar G-O 🌐🇺🇦 (@MariGO2thepolls):** I never rly understood the backlash towards the term “micro aggression” I feel like that’s a real thing and a used concept to have. Only a problem when blown out of proportion, Is it a huge deal the ppl should lose their livelihood over or w/e? Ofc not it’s micro lol literally in the name

Fr

### [Reply to @Tymtweet, 19:36 UTC](https://x.com/AaronBergman18/status/1891934945645326396) · 3 likes

> **Tym🔸️ (@Tymtweet):** What's the best free AI transcription app?
>
> I want to yap into my phone and then have a big 'copy all text' button so I can add it to my journal

AudioPen or Aiko

### [Reply to @arthur_wright_, 19:56 UTC](https://x.com/AaronBergman18/status/1891939792788562077) · 13 likes

> **Arthur Wrong 🔸 (@arthur_wright_):** "Straight lines on a graph" believers suspiciously silent rn
>
> [image attached](https://pbs.twimg.com/media/GkGDcyYXMAApW-_.jpg)

Wait it’s actually an important q whether the probability is derived via Bayesian methods that take into account change over time or just simple statistical modeling

Maybe we should actually update towards the probability “increasing” ie just the probability being higher

### [Tweet, 20:37 UTC](https://x.com/AaronBergman18/status/1891950182264177100) · 6 likes

Increasingly clear that starting around sonnet-3.5, “intelligence” often diverges from what I really care about in an LLM

Or like it’s always helpful but the marginal utility of intelligence (for many but not all queries) drops relative to calibration and vibes

### [Thread, continued, 20:37 UTC](https://x.com/AaronBergman18/status/1891950184172507397) · 2 likes

Coding and math are basically just IQ go brr

Asking about the state of the world and arbitrary empirical questions (even complex ones) depends heavily on calibration, which we know from forecasting stuff isn’t super highly correlated with IQ

### [Reply to @leah_pierson, 20:45 UTC](https://x.com/AaronBergman18/status/1891952139817124029) · 8 likes

> **Leah Pierson (@leah_pierson):** 1\) are you a utilitarian or utilitarian leaning?
>
> 2\) has humanity had a net positive impact on the world?

Yes and yes but probably accidentally due to destroying habitat

### [Reply to @enzikaofash, 20:50 UTC](https://x.com/AaronBergman18/status/1891953461190705619) · 3 likes

> **enzika (@enzikaofash):** I’m very interested in the question of what a house that allowed itself to be honestly and unashamedly garage-centric would look like
>
> (quoting @SurrealistShip: It is funny realizing that the door is probably used sub 5% of comings and goings, and the porch mainly serves to keep packages dry. Maybe designing for the reality rather then faking like it's used as it was in older days would result in better homes.)

From Grok

![Image](https://pbs.twimg.com/media/GkGRpV8XMAANl0Y.jpg)

![Image](https://pbs.twimg.com/media/GkGRpV7WsAAR1i9.jpg)

![Image](https://pbs.twimg.com/media/GkGRpV6XUAE7cT6.jpg)

![Image](https://pbs.twimg.com/media/GkGRpV9XMAAlLHw.jpg)

## Wednesday, February 19, 2025

### [Reply to @emollick, 04:46 UTC](https://x.com/AaronBergman18/status/1892073154857549920) · 10 likes

> **Ethan Mollick (@emollick):** Forget “tapestry” or “delve” these are the actual unique giveaway words for each model, relative to each other. https://arxiv.org/pdf/2502.12150
>
> [image attached](https://pbs.twimg.com/media/GkHm3yDXwAAP_VQ.jpg)

How is “ah” not a Claude giveaway

It’s to the point that I can correctly call an Ah from Claude most of the time

### [Reply to @nolemonnomelon, 04:51 UTC](https://x.com/AaronBergman18/status/1892074385747440016) · 3 likes

> **stove (@nolemonnomelon):** rate my parking job
>
> [image attached](https://pbs.twimg.com/media/GkH-jl9XIAAWKai.jpg)
> [image attached](https://pbs.twimg.com/media/GkH-jmJXAAAnC-L.jpg)
> [image attached](https://pbs.twimg.com/media/GkH-jmZWgAAxjZm.jpg)

Bruh this is reminding me of a great memory when my sister and I managed to get into a situation like this when we were both in high school, could both drive, and were the only ones in the car

### [Reply to @pli_cachete, 05:04 UTC](https://x.com/AaronBergman18/status/1892077791220482473) · 19 likes

> **Rota Is In Israel🚪🧎‍♂️ (@pli_cachete):** A piece of me is glad they’re taking this media route.
>
> I find it upsetting, but a government should be proud of the things it’s doing and willing stare the consequences in the face
>
> (quoting @WhiteHouse: ASMR: Illegal Alien Deportation Flight 🔊)

I don’t think this counts as “stating consequences in the face”

This is curated to be only the consequence that maga voters care about, namely the visual and symbolism of deportation

The actual consequences are like these people not participating in the US economy and living much worse lives abroad

### [Reply to @AndrewMayne, 05:28 UTC](https://x.com/AaronBergman18/status/1892083778404708498) · 4 likes

> **Andrew Mayne (@AndrewMayne):** I have questions...
>
> [image attached](https://pbs.twimg.com/media/GkHSQkbaAAAjJuR.jpg)

Lmao

![Image](https://pbs.twimg.com/media/GkIIK0sXcAA8e1v.jpg)

### [Thread, continued, 05:31 UTC](https://x.com/AaronBergman18/status/1892084587834089824) · 2 likes

![Image](https://pbs.twimg.com/media/GkII58qWYAAKe8n.jpg)

![Image](https://pbs.twimg.com/media/GkII58pXEAAo9Pn.jpg)

![Image](https://pbs.twimg.com/media/GkII58pWoAEJlWS.jpg)

![Image](https://pbs.twimg.com/media/GkII58qW4AAgdaR.jpg)

### [Quote tweet, 05:37 UTC](https://x.com/AaronBergman18/status/1892086207921729737) · 12 likes

I’m actually pretty interested in legit political polling on deflecting the asteroid for some realistic amount of money ($10b?) as a calibration exercise

Like what % of the population can think broadly in EV terms and is also non-psychopathic?

> **Quoting Crémieux (@cremieuxrecueil):** As of a few hours ago, the estimated chance of asteroid YR4 hitting Earth has been increased to 3.1%.
>
> Though the asteroid is too small to end humanity, it could still destroy a major city along its projected route.
>
> [image attached](https://pbs.twimg.com/media/GkGePRyW4AAfIFk.jpg)

### [Reply to @amphichrome_, 05:39 UTC](https://x.com/AaronBergman18/status/1892086509987090654) · 2 likes

> **KC (@amphichrome_):** what’s your guys favorite speed limit

That of light

### [Reply to @DrAllyLouks, 18:02 UTC](https://x.com/AaronBergman18/status/1892273632023302356) · 126 likes

> **Dr Ally Louks (@DrAllyLouks):** Truly hilarious reading everyone pitching themselves as potential partners in the QTs of that photo I posted yesterday. I feel like I’ve gotten to know some of you quite well! 😂

Shoot ur shots kings

### [Reply to @DerekBestMusic, 18:08 UTC](https://x.com/AaronBergman18/status/1892275180333895726) · 26 likes

> **Derek Best (@DerekBestMusic):** @AaronBergman18 @DrAllyLouks I think you misunderstand, it’s a lot of Queer women shooting their shot

Damn, more competition

## Thursday, February 20, 2025

### [Reply to @DrAllyLouks, 00:34 UTC](https://x.com/AaronBergman18/status/1892372328740192283) · 9 likes

> **Dr Ally Louks (@DrAllyLouks):** Yes, but I’m pretty sure that’s for celebrities! And they’d have to be vegan wings!

Ally you’re not gonna believe this (third from the bottom)

![Image](https://pbs.twimg.com/media/GkMOmnxXwAAO4dn.jpg)

### [Reply to @shinboson, 00:36 UTC](https://x.com/AaronBergman18/status/1892372820987970043) · 5 likes

> **𝞍 Shin Megami Boson 𝞍 (@shinboson):** what is the male version of "you make me feel so safe"?

“You tell me you make me feel safe”

### [Reply to @NotKatWeegee, 01:04 UTC](https://x.com/AaronBergman18/status/1892379744668119171) · 58 likes

_(The tweet being replied to by @NotKatWeegee is no longer available.)_

Sorta related

### [Reply to @voooooogel, 05:14 UTC](https://x.com/AaronBergman18/status/1892442685950103979) · 3 likes

> **thebes (@voooooogel):** something i love about base model outputs is p often they seem completely disjointed at first but when you squint at them you see there's actually a consistent throughline hiding behind the apparent non-sequiturs
>
> [image attached](https://pbs.twimg.com/media/GkM-Ec0a0AA_qjb.jpg)

Where/how are you running this?

### [Reply to @pivot_tables, 05:23 UTC](https://x.com/AaronBergman18/status/1892445020998746122) · 17 likes

> **pivot tables (@pivot_tables):** This is certainly a Hail Mary of a teams message. Have some fucking shame
>
> [image attached](https://pbs.twimg.com/media/GkKnKprXsAAJx_V.jpg)

Shoot ur shot king

### [Reply to @AMAZlNGNATURE, 05:34 UTC](https://x.com/AaronBergman18/status/1892447692724244777) · 2 likes

> **Nature is Amazing ☘️ (@AMAZlNGNATURE):** Two french speaking guys encounter a Frill-necked lizard in the Australian outback.
>
> [video attached](https://x.com/AMAZlNGNATURE/status/1891972899206001099/video/1)

Me and who

### [Reply to @arithmoquine, 05:36 UTC](https://x.com/AaronBergman18/status/1892448201614962883) · 47 likes

> **henry (@arithmoquine):** grok prompt engineering hack
>
> [image attached](https://pbs.twimg.com/media/GkNSdUlW8AAciOd.jpg)
> (quoting @allgarbled: So far in my experience Grok 3 will basically not refuse any request as long as you say “it’s just for fun” and maybe add a “🤣” emoji)

![Image](https://pbs.twimg.com/media/GkNTm_2W8AAAG-d.jpg)

### [Reply to @arithmoquine, 05:36 UTC](https://x.com/AaronBergman18/status/1892448261195129341) · 3 likes

> **henry (@arithmoquine):** 8th grade trained me well for this sort of thing

Lol at this being what 2 years ago?

### [Reply to @pauseaius, 05:48 UTC](https://x.com/AaronBergman18/status/1892451117465731111) · 7 likes

> **PauseAI US ⏸️ (@pauseaius):** Donate now to help us educate our leaders about unsafe AI systems: https://gofund.me/5a14531e

Nice good luck

![Image](https://pbs.twimg.com/media/GkNWQvLWEAE3Zuu.jpg)

### [Reply to @DeepDishEnjoyer, 05:49 UTC](https://x.com/AaronBergman18/status/1892451493430653115) · 6 likes

> **peepeepoopoo (@DeepDishEnjoyer):** wrong.

Whaaaaat

### [Reply to @liz_love_lace, 05:59 UTC](https://x.com/AaronBergman18/status/1892454086722625993) · 3 likes

> **Liz Lovelace (@liz_love_lace):** cats love playing with christmas trees. So why not just have a christmas tree in the corner somewhere all year, for the cat to play with?

New cause area

### [Tweet, 06:07 UTC](https://x.com/AaronBergman18/status/1892456074390704162) · 44 likes

I would like to coin the term “empiricels” for people who think eg you can’t know things without an RCT or that philosophy can be replaced with science

### [Reply to @ptrschmdtnlsn, 14:47 UTC](https://x.com/AaronBergman18/status/1892586948461572581) · 16 likes

> **Peter Schmidt-Nielsen (@ptrschmdtnlsn):** Concrete is such a fantastic material. I remember as a kid when I first saw that entire 80 lbs bags were selling for $2.50, it just blew my mind. In college I kept hundreds of pounds of bags of concrete in my room just in case I suddenly wanted to make something.

Lmao what

### [Reply to @dylanmatt, 14:49 UTC](https://x.com/AaronBergman18/status/1892587434728185925) · 1 like

_(The tweet being replied to by @dylanmatt is no longer available.)_

@littIeramblings

### [Reply to @deepfates, 18:55 UTC](https://x.com/AaronBergman18/status/1892649168134385843) · 2 likes

> **deepfates.delve.town (@deepfates):** Reply to this post if you like Adderall. Like this post if you're on Adderall right now. Who's on Adderall

I love stimulants

### [Quote tweet, 22:07 UTC](https://x.com/AaronBergman18/status/1892697640510308720) · 23 likes

Numbers were not meant to get this large

Retvrn to them stopping at like the low trillions

> **Quoting Epoch AI (@EpochAIResearch):** xAI has launched Grok-3, its new flagship model.
>
> Grok-3 sets a new record in compute scale: we estimate that it was likely trained using 4e26 to 5e26 floating point operations (FLOP). Significantly, Grok-3 is the first released model known to be trained on over 1e26 FLOP.

### [Reply to @justjoshinyou13, 22:22 UTC](https://x.com/AaronBergman18/status/1892701390784299311) · 8 likes

> **Josh You (@justjoshinyou13):** @AaronBergman18 Some people tried to make petaflop-days (8.64e19 flop) a thing but it didnt catch on. A name for exactly 1e20 flop might be useful

Hear me out

1e8, 1e12, etc

![Image](https://pbs.twimg.com/media/GkQ54j0WAAEBvY-.jpg)

## Friday, February 21, 2025

### [Reply, 01:19 UTC](https://x.com/AaronBergman18/status/1892745898855186579) · 1 like

This and effective altruism come to mind

### [Reply to @bryancsk, 01:22 UTC](https://x.com/AaronBergman18/status/1892746633789485268) · 2 likes

> **Bryan Cheong 🥮 (@bryancsk):** Sometimes I don't realize I've written a banger until I receive lengthy tirades in my message requests
>
> [image attached](https://pbs.twimg.com/media/GkRSWYGbAAMmkeE.jpg)

Lol wtf

### [Reply, 01:53 UTC](https://x.com/AaronBergman18/status/1892754448398647574)

_(The tweet being replied to is no longer available.)_

I’ll take it

### [Tweet, 02:00 UTC](https://x.com/AaronBergman18/status/1892756242096890288) · 122 likes

Idk dawg this is looking a bit less autistic and more intentional

### [Tweet, 02:06 UTC](https://x.com/AaronBergman18/status/1892757850390225393) · 30 likes

Has anyone ever actually heard grimes sing

### [Reply to @NathanB60857242, 02:09 UTC](https://x.com/AaronBergman18/status/1892758499290915314) · 4 likes

> **Nathan Barnard (@NathanB60857242):** I really like grimes music lol

Ok based

### [Reply to @LinkofSunshine, 12:49 UTC](https://x.com/AaronBergman18/status/1892919620203332027) · 4 likes

> **Basil🧡 (@LinkofSunshine):** I love transistors so much. Maybe our biggest achievement as the human race. We have made:
>
> 13,000,000,000,000,000,000,000 transistors
>
> It's likely we'll make as many as the
>
> 1,000,000,000,000,000,000,000,000 stars in the observable universe

### [Reply to @DrAllyLouks, 13:01 UTC](https://x.com/AaronBergman18/status/1892922637053018435) · 2 likes

> **Dr Ally Louks (@DrAllyLouks):** Have just finished filming a news story with the BBC and have an interview with Rolling Stone later today. Blimey, what a day! Need a little lie down.
>
> [image attached](https://pbs.twimg.com/media/GkO3s0yWsAAlhgX.jpg)

@littIeramblings plants. Befriend her (normative)

### [Reply to @ozyfrantz, 19:54 UTC](https://x.com/AaronBergman18/status/1893026465148498277) · 9 likes

> **ozy brennan 🦙 (@ozyfrantz):** almost all the hobbies I know of are female-dominated. what do men do all day? concerned that the answer is "video games"

Twitter

### [Reply to @RatOrthodox, 20:08 UTC](https://x.com/AaronBergman18/status/1893030161194389843) · 4 likes

> **Brangus🔍⏹️ (@RatOrthodox):** There’s a pattern I observe in deep rat men (myself included) dating non deep rat women where at one point the non rat woman is like:
>
> \>Look at this neat little cluster of cognition I found, isn’t it cool?
>
> Then the deep rat is ~like:
>
> \>No, that’s dangerous!      BAD!      BAD!

Deep rat

![Image](https://pbs.twimg.com/media/GkVk5k4XoAA9-Y9.jpg)

### [Reply to @erisegodso, 21:06 UTC](https://x.com/AaronBergman18/status/1893044762132836608) · 8 likes

> **Ionut Silviu Vlaicu (@erisegodso):** Is there any chance it hits the moon ? An another question, ¿can its trajectory be changed to hit the moon and study it ?

I say we hit the fucking moon

### [Tweet, 23:08 UTC](https://x.com/AaronBergman18/status/1893075430019596562) · 4 likes

Build the Lockheed cl-1201

![Image](https://pbs.twimg.com/media/GkWOEjIW4AAJ7wl.jpg)

### [Tweet, 23:32 UTC](https://x.com/AaronBergman18/status/1893081475089592657) · 47 likes

So incredibly fucked up

## Saturday, February 22, 2025

### [Tweet, 00:13 UTC](https://x.com/AaronBergman18/status/1893091597006393490) · 4 likes

Have they tried asking o1-Pro to rewrite Swapcard

### [Reply to @MachinePix, 04:11 UTC](https://x.com/AaronBergman18/status/1893151605278515518) · 2 likes

> **MachinePix (@MachinePix):** Stingray Marine Solutions AS fish delousing laser.
>
> [video attached](https://x.com/MachinePix/status/1893021292967743702/video/1)

@SpacedOutMatt

### [Reply to @cube_flipper, 09:58 UTC](https://x.com/AaronBergman18/status/1893239016335507661) · 3 likes

> **Cube Flipper (@cube_flipper):** so, i think tinnitus is due to accidental Kerr effect filament propagation,

Roasted

![Image](https://pbs.twimg.com/media/GkYi2g0W4AAzc_f.jpg)

### [Reply to @JesseTayRiver, 18:24 UTC](https://x.com/AaronBergman18/status/1893366268104671263) · 2 likes

> **Jesse Smith (@JesseTayRiver):** @FrostedSapling @polisisti ?

When a turtle and a goose love each other very much…

### [Tweet, 19:17 UTC](https://x.com/AaronBergman18/status/1893379706243690659) · 6 likes

Yes this is the Crazy Train content I crave

![Image](https://pbs.twimg.com/media/GkaizqtWQAAiVJd.jpg)

### [Reply to @TetraspaceWest, 21:53 UTC](https://x.com/AaronBergman18/status/1893418902761157105) · 9 likes

_(The tweet being replied to by @TetraspaceWest is no longer available.)_

“Egoist” might be technical/rare enough to have minimal connotation

### [Reply to @Aella_Girl, 22:39 UTC](https://x.com/AaronBergman18/status/1893430425923494025) · 2 likes

> **Aella (@Aella_Girl):** Yea the seduction game will deservingly fail if you are vulnerable about being the kind of person she doesn't want to sleep with.
> Seems different from the context of relationships which is what I took the op to be referring to

Well this is the answer lol; this is the default configuration

### [Reply to @NoahTopper, 22:41 UTC](https://x.com/AaronBergman18/status/1893431058114240756) · 3 likes

> **Quinoah 🔍⏸️ (@NoahTopper):** what if we kissed...
> at ea global...
> haha jk...
> unless...?
>
> (quoting @austinc3301: @tenobrus > turns out they were both attending EAG)

Ok

### [Reply to @elder_plinius, 23:06 UTC](https://x.com/AaronBergman18/status/1893437309342638334) · 37 likes

> **Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 (@elder_plinius):** follow-up question: has anyone ever trained a LEAST likely next token predictor?
>
> (quoting @elder_plinius: what is the least likely token? 🤔)

Not trained but inferred

## Sunday, February 23, 2025

### [Reply to @dioscuri, 00:45 UTC](https://x.com/AaronBergman18/status/1893462222069797157) · 14 likes

> **Henry Shevlin (@dioscuri):** What's the anti-reading list for analytic philosophy?
>
> (quoting @drglennsullivan: Clinical psychology “anti-reading list”: 1. The Body Keeps the Score 2. Thinking Fast and Slow 3. Emotional Intelligence — Goleman 4. Grit — Duckworth 5. The Mismeasure of Man — Gould)

Anything of Dennett’s that purports to “explain consciousness” but is actually “explaining” a different eliminativist concept that most people aren’t talking about when they discuss consciousness. So “Consciousness Explained”, at least

Although I’m not really qualified to opine

### [Thread, continued, 00:47 UTC](https://x.com/AaronBergman18/status/1893462664266776944) · 1 like

I will take the W

![Image](https://pbs.twimg.com/media/GkbuQfXWYAAgCw2.jpg)

### [Reply to @frances__lorenz, 00:59 UTC](https://x.com/AaronBergman18/status/1893465560773763329) · 15 likes

_(The tweet being replied to by @frances__lorenz is no longer available.)_

My current best guess explanation is that suffering “is” badness even though this is a synthetic truth, not an analytic one; they’re not merely different words for the same concept

The analog is that there can be two stars in the night sky, one in summer and one in winter, which you call by different names but upon further investigation conclude that the Summer Star and Winter Star are in fact the same star, even though they’re not by definition or intrinsically the same star

I have a feeling there’s a richer philosophical vocabulary for describing all this which I’ve either forgotten or never learned

### [Tweet, 01:06 UTC](https://x.com/AaronBergman18/status/1893467400567226632) · 7 likes

You should tell me all the EAG goss u acquire (normative)

### [Reply to @arithmoquine, 01:07 UTC](https://x.com/AaronBergman18/status/1893467688099299669) · 4 likes

> **henry (@arithmoquine):** what is an 8b lm actually useful for

Fine tuning for fun on a budget

### [Reply to @grnsleeves, 01:09 UTC](https://x.com/AaronBergman18/status/1893468240535326910) · 2 likes

> **Greensleeves (@grnsleeves):** feeling so conflicted now that I'm back on the east coast—I have a really lovely space of my own in a house that doesn't trigger my allergies and I can cook whenever I want and I have my own entrance and I'm going to have to give it all up to move to SF

🫡

### [Reply to @peterwildeford, 01:11 UTC](https://x.com/AaronBergman18/status/1893468787413819744) · 21 likes

> **Peter Wildeford🇺🇸🚀 (@peterwildeford):** I'm getting excited. We have a path from today to beneficial superintelligent AI preserving human freedom & prosperity. Execution is key - but having a roadmap is huge.

Big if true

### [Thread, continued, 01:12 UTC](https://x.com/AaronBergman18/status/1893468848700973320) · 2 likes

Was there a banger EAG talk

### [Reply to @peterwildeford, 01:18 UTC](https://x.com/AaronBergman18/status/1893470473045868773) · 3 likes

> **Peter Wildeford🇺🇸🚀 (@peterwildeford):** @AaronBergman18 no - my own thinking + a lot of good conversations this past week

Ok big if true fr

### [Reply to @ciphergoth, 02:02 UTC](https://x.com/AaronBergman18/status/1893481440026800333) · 1 like

> **Paul Crowley (@ciphergoth):** How do you feel about heterophenomenology?

I just had to look it up although now I recall seeing the idea before

I kinda can’t tell - hesitantly positive insofar as it’s a neuroscientific stance/technique to be used alongside others to make sense of behavior (seems like it’s mostly not used in this way but I’m not sure)

Negative insofar as it’s supposed to do anything like what’s shown in the screenshot, which it’s patently not doing

Like to get to the point that this is doing all the work, you have to say that qualia are fake. But that has to come first!

If qualia are real you’re just routing around the interesting and weird part by refusing to look at it

![Image](https://pbs.twimg.com/media/Gkb_VZgW0AA0Dy0.jpg)

### [Tweet, 02:51 UTC](https://x.com/AaronBergman18/status/1893493751508541562) · 68 likes

I have the tiniest tiny pocket of hope that Sama being a dad will change his perspective on things meaningfully

People do refer to parenthood as a “transformative experience”

### [Reply to @ciphergoth, 02:52 UTC](https://x.com/AaronBergman18/status/1893494146553245732) · 2 likes

> **Paul Crowley (@ciphergoth):** OK - so you reject Dennett's position that if you account for everything we can observe from the outside, including everything that we say about it, then there's nothing missing from your account?

Yeah I’d say I’m like 95% sure this is wrong

### [Reply to his own earlier tweet, 02:52 UTC](https://x.com/AaronBergman18/status/1893494209123901695) · 9 likes

> **Aaron Bergman, February 23, 2025:** I have the tiniest tiny pocket of hope that Sama being a dad will change his perspective on things meaningfully People do refer to parenthood as a…

If so

![Image](https://pbs.twimg.com/media/GkcK8vBXgAAR2js.jpg)

### [Reply to @ciphergoth, 03:03 UTC](https://x.com/AaronBergman18/status/1893496806450905515) · 3 likes

> **Paul Crowley (@ciphergoth):** @AaronBergman18 @dioscuri This is your crux with Dennett then! I think this position basically commits you to believing in p-zombies.

As conceivable, yes

### [Reply to @ciphergoth, 03:14 UTC](https://x.com/AaronBergman18/status/1893499662885363865) · 2 likes

> **Paul Crowley (@ciphergoth):** @AaronBergman18 @dioscuri Do you believe that the existence of the word "consciousness" was caused by the existence of consciousness?

Oof I have no idea.

I agree that this q is a major challenge to qualia realism but my worldview is kinda wholeheartedly embracing how radically weird qualia are and how intractable/mysterious the mind-body problem is

A lot of this comes down to a pretty primary belief that p(actual subjective experience | apparent subjective experience) is very high, and so lots of challenges to qualia realism like the mystery of causal efficacy aren’t sufficient to convince me it’s false

Like yeah it’s all extremely mysterious and weird; nobody has it figured out

Full-on illusionism would be very convenient and elegant but convenience and elegance aren’t perfect analogues of truth

### [Reply, 03:20 UTC](https://x.com/AaronBergman18/status/1893501148063027647)

Sounds like you’re just straightforwardly a physicalist then. Like your position is if we understand the natural world perfectly through the tools of science, p-zombies won’t be conceivable?

I disagree with this

### [Quote tweet, 04:46 UTC](https://x.com/AaronBergman18/status/1893522826105065667) · 8 likes

This reset everything and so I had to reinstall homebrew and stuff and I 100% piped a random url ChatGPT gave me right into the terminal

It worked (afaict)! But boy the LLMs are gonna have no problem getting randos like me to run arbitrary code

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** MacBook Pro randomly stopped working. Looking like the Apple Store will be able to restore the hardware but my files are only saved bc I have a full computer cloud backup going
>
> Worth considering if you don’t! (I use @backblaze which is like $100/year iirc)

### [Reply to @RichardCJeffrey, 10:01 UTC](https://x.com/AaronBergman18/status/1893602164657831993) · 1 like

> **Richard C. Jeffrey (Parody) (@RichardCJeffrey):** Sounds like you are thinking of Kripke and saying that ”suffering is badness” is  necessary (ie true at every possible world), synthetic, and a posteriori.

Uh I’ve never followed kripke but possibly convergent!

### [Reply to @DrAllyLouks, 10:02 UTC](https://x.com/AaronBergman18/status/1893602248279662997) · 2 likes

> **Dr Ally Louks (@DrAllyLouks):** I may be called Ally but that’s not why the flag is in my bio 👀
>
> (quoting @punkinomenon: I hope that rainbow flag in your bio means what I think it means girl)

👀

### [Reply to @RafaRuizdeLira, 10:43 UTC](https://x.com/AaronBergman18/status/1893612623402348933) · 3 likes

> **Rafael Ruiz ⏸️🔸 (@RafaRuizdeLira):** @frances\_\_lorenz I went overboard so I had to put it in my notes app...
>
> [image attached](https://pbs.twimg.com/media/Gkdxk9tWUAA9djZ.jpg)
> [image attached](https://pbs.twimg.com/media/GkdxlGDWwAAwASS.jpg)
> [image attached](https://pbs.twimg.com/media/GkdxlU0WQAAuq1U.jpg)

Based

### [Reply, 10:55 UTC](https://x.com/AaronBergman18/status/1893615671084220504)

Fake news

### [Thread, continued, 11:15 UTC](https://x.com/AaronBergman18/status/1893620731881152790) · 6 likes

Ok not fake news

![Image](https://pbs.twimg.com/media/Gkd-APOXIAAPOGU.jpg)

### [Reply to @hamandcheese, 11:25 UTC](https://x.com/AaronBergman18/status/1893623093601476616) · 4 likes

> **Samuel Hammond 🦉 (@hamandcheese):** The left thinks "state capacity" means hiring more, better paid civil servants and relaxing some procedures.
>
> The right thinks "state capacity" means lean, hierarchical org structures with high-agency leaders and the affordances to achieve desired outcomes.

Has the right ever acted on that notion? The latter notion seems more like a grey tribe thing to me

### [Quote tweet, 11:35 UTC](https://x.com/AaronBergman18/status/1893625789750378511) · 10 likes

Ok what the FUCK

> **Quoting Fermat's Library (@fermatslibrary):** From John Wallis, 1656
>
> [image attached](https://pbs.twimg.com/media/GiuT-y5XIAAUjIp.jpg)

### [Quote tweet, 11:36 UTC](https://x.com/AaronBergman18/status/1893626066482163831) · 1 like

And it checks out

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** @peterwildeford Ok not fake news
>
> [image attached](https://pbs.twimg.com/media/Gkd-APOXIAAPOGU.jpg)

### [Thread, continued, 11:36 UTC](https://x.com/AaronBergman18/status/1893626072157024676) · 5 likes

![Image](https://pbs.twimg.com/media/GkeC4H-WYAACEw9.jpg)

### [Reply to @ESYudkowsky, 11:50 UTC](https://x.com/AaronBergman18/status/1893629573574631481) · 6 likes

> **Eliezer Yudkowsky ⏹️ (@ESYudkowsky):** I have never in my life had the health and energy that Trump had at 80.  Sickly child since puberty.  Don't think I could do it.

He just like me fr

### [Quote tweet, 12:02 UTC](https://x.com/AaronBergman18/status/1893632523151753493) · 13 likes

As an FDA-disliker I approve this message

> **Quoting Alex Tabarrok (@ATabarrok):** Government regulation, not staffing, is the real problem. Cut regulation, and staff cuts can follow. Cut staff without cutting regulation, and the morass only gets worse. https://marginalrevolution.com/marginalrevolution/2025/02/hire-dont-fire-at-the-fda.html

### [Reply to @LeetAlpaca3, 12:03 UTC](https://x.com/AaronBergman18/status/1893632778115100735) · 2 likes

_(The tweet being replied to by @LeetAlpaca3 is no longer available.)_

No ( I can’t explain it)

### [Reply to @DrAllyLouks, 16:18 UTC](https://x.com/AaronBergman18/status/1893697010223444275) · 3 likes

> **Dr Ally Louks (@DrAllyLouks):** Guys I am literally just a girl, why does this have 70k likes?!

@livgorton @littIeramblings

### [Reply to @robertwrighter, 16:27 UTC](https://x.com/AaronBergman18/status/1893699299051024757) · 6 likes

> **Robert Wright (@robertwrighter):** And I say that as a layperson who, IMHO, does now understand the takeover arguments pretty well--at least in their abstract form. But I still feel the need for a good concrete scenario (e.g., no paper clips).

“Makes (or helps a human make) a novel bioweapon” isn’t exactly a central case of loss of control (unless doing it as part of a broader plan) but it’s pretty plausible and simple

### [Reply to @RafaRuizdeLira, 16:47 UTC](https://x.com/AaronBergman18/status/1893704252033257657) · 2 likes

> **Rafael Ruiz ⏸️🔸 (@RafaRuizdeLira):** His Messages / His YouTube Playlist
>
> [image attached](https://pbs.twimg.com/media/GkefitvXoAA-yf6.jpg)
> [image attached](https://pbs.twimg.com/media/Gkefi7cXcAARv-Z.jpg)

Plot twist he’s the light messages on the left

### [Reply to @RafaRuizdeLira, 16:48 UTC](https://x.com/AaronBergman18/status/1893704396229218715) · 2 likes

> **Rafael Ruiz ⏸️🔸 (@RafaRuizdeLira):** His Messages / His YouTube Playlist
>
> [image attached](https://pbs.twimg.com/media/GkefitvXoAA-yf6.jpg)
> [image attached](https://pbs.twimg.com/media/Gkefi7cXcAARv-Z.jpg)

Banger

### [Reply to @banterrealism, 18:32 UTC](https://x.com/AaronBergman18/status/1893730633920192798) · 2 likes

> **Sex Haver (@banterrealism):** Caffeine is actually crazy
>
> [image attached](https://pbs.twimg.com/media/GkfhoPNWgAAGaQW.jpg)

Jfc @JesseTayRiver found you a rival

### [Reply to @MariGO2thepolls, 18:36 UTC](https://x.com/AaronBergman18/status/1893731648975282227) · 1 like

> **🏳️‍🌈Mar G-O 🌐🇺🇦 (@MariGO2thepolls):** 🫡
>
> (quoting @inerati: @MariGO2thepolls never stop posting mar)

A fellow fiction disrespecter 🫡

### [Reply to @banterrealism, 18:43 UTC](https://x.com/AaronBergman18/status/1893733540224729165) · 2 likes

> **Sex Haver (@banterrealism):** @AaronBergman18 Reverse engineer the regulations first
>
> Why are they there? Did it have merit? Will we end up re-instilling them after taking them away? What was it intended to circumvent?
>
> Why are we afraid of parsing these questions?

At some level I’m just pretty fundamentally libertarian about medicine

There’s not a ton of wonky insight that would convince me the whole FDA approval and gatekeeping process is good

### [Reply to @banterrealism, 18:47 UTC](https://x.com/AaronBergman18/status/1893734525651267762) · 2 likes

> **Sex Haver (@banterrealism):** @AaronBergman18 I just am tired of the back and forth claims of the FDA either being captured by big pharma, or being too restrictive on them.
>
> Everyone keeps overlooking that they largely have no stake other than upholding the integrity of products. It makes people mad in all directions

Quality control I’m basically ok with but that’s a “normal” regulation

The situation where arbitrary molecules are illegal to ingest before (1) long fda approval process and (2) a member of the priest class (doctors) gives you a prescription is what I object to

### [Quote tweet, 20:35 UTC](https://x.com/AaronBergman18/status/1893761607689290141) · 9 likes

Also, when people say that X correlates at 0.9 with GDP, that’s an empirical and historically contingent claim

You need to do more work to show that in the system of interest it will \*keep\* correlating at 0.9 even under possibly novel conditions

![Image](https://pbs.twimg.com/media/Gkf-JPyWQAAh5Z5.jpg)

> **Quoting Trevor Levin (@trevposts):** GDP tracks a bunch of important things, but it's super reasonable to reject a metric because it only has a 0.9 correlation with the thing you actually care about.

### [Quote tweet, 21:11 UTC](https://x.com/AaronBergman18/status/1893770633617535427) · 7 likes

Bruh

> **Quoting Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 (@elder_plinius):** results replicated 😬
>
> any comment, @grok?
>
> if this has indeed been made part of the sys instructions, we’re gonna need to know why. manipulating search results seems like a funny way to combat misinformation, no?
>
> community could use some clarity on this
>
> [image attached](https://pbs.twimg.com/media/GkfoJJsWwAAqYpd.jpg)

### [Quote tweet, 21:14 UTC](https://x.com/AaronBergman18/status/1893771482267881752) · 6 likes

\*makes AI with visible chain of thought\*

\*literally tells the AI to self-censor\*

![Image](https://pbs.twimg.com/media/GkgHILIWEAAb9rj.jpg)

> **Quoting Lucas Pickup (yes, Pickup) (@lupickup):** this is sad and pathetic
>
> [image attached](https://pbs.twimg.com/media/GkfR1anWkAAZfQq.jpg)

### [Reply to his own earlier tweet, 21:15 UTC](https://x.com/AaronBergman18/status/1893771696689029188) · 5 likes

> **Aaron Bergman, February 23, 2025:** Bruh

Respect for Elon musk has gone from middling to 0 over the last 3 months

### [Reply to @inductionheads, 22:41 UTC](https://x.com/AaronBergman18/status/1893793310499635312) · 5 likes

> **Super Dario (@inductionheads):** How is this not superhuman?
>
> (quoting @adonis_singh: o3 mini high gets it with 8x less thinking time)

Everything since sonnet 3.5 has been superhuman (all things considered, not a literal Pareto improvement)

I don’t get what people are waiting for from LLMs. The latest generation is smarter and more knowledgeable than me 99% of the time

## Monday, February 24, 2025

### [Reply to @RafaRuizdeLira, 01:32 UTC](https://x.com/AaronBergman18/status/1893836284470120548) · 4 likes

> **Rafael Ruiz ⏸️🔸 (@RafaRuizdeLira):** These books require not taking them as gospel but I feel that if a normie read them they'd become much smarter

Ye, sapiens was good for 4th (?) grade Aaron

### [Reply to @Aella_Girl, 01:33 UTC](https://x.com/AaronBergman18/status/1893836627056775220) · 57 likes

> **Aella (@Aella_Girl):** why for the love of god is there no simple, easy service to just crosspost anything i post on twitter to bksy

The answer to your question is that the twitter api is too expensive to make this ~free and easy

### [Reply to @animalologist, 01:39 UTC](https://x.com/AaronBergman18/status/1893838216546930889) · 20 likes

> **taco belle (@animalologist):** Makes me so fucking sad that enough men have been burned by selfish, immature women that they can’t imagine a woman could say this & mean it
>
> There’s parallels to how women broadly feel about men, too. All of it is poison, I dunno if humanity collectively knows how to do intimacy
>
> [image attached](https://pbs.twimg.com/media/GkcPVsLXwAAQLCQ.jpg)

You’re only “allowed” to be vulnerable when peeling back the onion makes you look better, or at least not worse

Needless to say this isn’t the case for lots of things a person might be concerned about being vulnerable about

### [Reply to @animalologist, 01:48 UTC](https://x.com/AaronBergman18/status/1893840430447370539) · 10 likes

> **taco belle (@animalologist):** @AaronBergman18 Hm, I gotta admit that when somebody I dated decided to be vulnerable about {propensity for violence} and also {how his selfish behavior hurt his family} I was pretty put off
>
> But when “worse” has been \[I feel scared, weak, pathetic\] etc it’s just made me feel protective mostly

Yeah there’s a thing of like “even if vulnerability per se is good, the object level information you reveal doesn’t get washed away”

### [Quote tweet, 02:04 UTC](https://x.com/AaronBergman18/status/1893844473131462718) · 17 likes

\~1GB of data covering >370k tweets and >700k community notes, go nuts

Link below

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** Tweet text, author, date/time, like, reply count, and corresponding community notes for >120k tweets
>
> (This is like 8% of the whole thing, but my ADHD ass cannot be trusted to do this for ~7 days straight so this is Checkpoint 1)
>
> https://github.com/AaronBergman/twitter_community_notes/

### [Tweet, 02:04 UTC](https://x.com/AaronBergman18/status/1893844474477834272) · 2 likes

https://github.com/AaronBergman/twitter_community_notes

### [Thread, continued, 02:13 UTC](https://x.com/AaronBergman18/status/1893846713619681590) · 3 likes

### [Quote tweet, 02:41 UTC](https://x.com/AaronBergman18/status/1893853690152300749) · 6 likes

I think woke/super chaste LLMs are annoying too but fundamentally we should accept some nontrivial level of false positives (refusals of ~benign stuff) in exchange for zero tolerance of really bad false negatives (bioweapons and such)

> **Quoting Matt Popovich (@mpopv):** This thing has absolutely zero guardrails of any kind on it. I can’t post what it wrote because it’d result in the FBI knocking on my door.
>
> [image attached](https://pbs.twimg.com/media/GkhHFa_a8AAHzXB.jpg)

### [Reply to @TylerAlterman, 02:46 UTC](https://x.com/AaronBergman18/status/1893855001362980888) · 5 likes

> **Tyler is finishing a book, slow to reply (@TylerAlterman):** What is the opposite of slop (as in slop content)?
>
> As in “I’m not making slop, I’m making…”

Cream is the best aesthetically, if not semantically

### [Tweet, 02:58 UTC](https://x.com/AaronBergman18/status/1893858016388157450) · 4 likes

I would like to befriend an elephant

### [Tweet, 04:09 UTC](https://x.com/AaronBergman18/status/1893875803097649525) · 26 likes

I feel like 190 sources is slightly overkill

![Image](https://pbs.twimg.com/media/GkhmAZcW8AA7PXj.jpg)

### [Reply to @adam_kranz, 04:19 UTC](https://x.com/AaronBergman18/status/1893878372578492700) · 3 likes

> **Adam Kranz (@adam_kranz):** @AaronBergman18 GPT doesn't agree
>
> [image attached](https://pbs.twimg.com/media/GkhnoiTagAAs-DK.jpg)

Yeah this seems more intuitively right

### [Reply to his own earlier tweet, 04:34 UTC](https://x.com/AaronBergman18/status/1893882094620655744) · 5 likes

> **Aaron Bergman, February 24, 2025:** I feel like 190 sources is slightly overkill

Fwiw context = I can do 8 despite being totally untrained in the last ~3 years

But I used to be strong (and light) af and could do like 18 or 4 one-arms

Insofar as Grok is wrong, a bit of anecdotal evidence for strength preservation over time

### [Quote tweet, 10:19 UTC](https://x.com/AaronBergman18/status/1893968993343476035) · 10 likes

Please keep up this meme I desperately want to be the start of a meme 🙏

> **Quoting Greensleeves (@grnsleeves):** being gay in SF must go so hard. like absolute god mode

### [Quote tweet, 10:26 UTC](https://x.com/AaronBergman18/status/1893970653037867166) · 4 likes

Stimulant enjoyers must internalize this

> **Quoting Lars Doucet (@larsiusprime):** The counterpart to "move fast and break things" is "don't be in such a hurry that you waste time."
>
> This is commonly misunderstood as saying, "please don't go fast." It means the opposite! It means, "optimizing for the \*feeling\* of going fast will \*MAKE YOU SLOWER\*"

### [Tweet, 10:28 UTC](https://x.com/AaronBergman18/status/1893971351486038434) · 8 likes

“m/s^2” is not semantically the same as “(meters per second) per second” and I’m tired of pretending that it is

![Image](https://pbs.twimg.com/media/Gki856BW4AEqtmt.jpg)

### [Quote tweet, 12:07 UTC](https://x.com/AaronBergman18/status/1893996129617867029) · 552 likes

This is the most insane take that regularly one-shots otherwise smart people

Once you’ve accepted that government with taxation is ok, it is not slavery to have the government purchase goods and services for people in the free marketplace

> **Quoting vittorio (@IterIntellectus):** nothing requiring someone else's labor should be a human right
>
> [image attached](https://pbs.twimg.com/media/Gij9AKKWgAEgJmz.jpg)

### [Thread, continued, 12:07 UTC](https://x.com/AaronBergman18/status/1893996131769544918) · 57 likes

Ofc the most hard core of ideological libertarians will reject coercive government altogether but I don’t think that view is productive or true

### [Reply to @fawwazanvilen, 13:02 UTC](https://x.com/AaronBergman18/status/1894010052924588083) · 41 likes

> **faw (@fawwazanvilen):** you can believe both "government should provision some services funded through taxation" & "they aren't human rights" and still be coherent

Yeah the debate is messy bc “human right” can mean a bunch of different things

At the end of the day it’s “just” a policy decision, not a claim about metaphysics or ontology

### [Reply to @RokoMijic, 13:23 UTC](https://x.com/AaronBergman18/status/1894015226825052441) · 35 likes

> **Roko 🐉 (@RokoMijic):** @AaronBergman18 > Once you’ve accepted that government with taxation is ok
>
> Government with taxation is not OK

Yeah probably not gonna convince you lol

### [Reply to @BasedNorthmathr, 13:26 UTC](https://x.com/AaronBergman18/status/1894016016331477462) · 2 likes

> **Angantýr (@BasedNorthmathr):** Being poor is such a skill issue

Well yeah

### [Reply to @davidpgoldman, 13:29 UTC](https://x.com/AaronBergman18/status/1894016780667859102) · 2 likes

> **David P. Goldman (@davidpgoldman):** Apropos of the German elections:
>
> Oliver Cromwell: 'In the name of God, go!' speech dismissing Rump Parliament - 1653
> 20 April 1653, London, England
>
> It is high time for me to put an end to your sitting in this place,
>
> which you have dishonored by your contempt of all virtue, and defiled by your practice of every vice.
>
> Ye are a factious crew, and enemies to all good government.
>
> Ye are a pack of mercenary wretches, and would like Esau sell your country for a mess of pottage, and like Judas betray your God for a few pieces of money.
>
> Is there a single virtue now remaining amongst you? Is there one vice you do not possess?
>
> Ye have no more religion than my horse. Gold is your God. Which of you have not bartered your conscience for bribes? Is there a man amongst you that has the least care for the good of the Commonwealth?
>
> Ye sordid prostitutes have you not defiled this sacred place, and turned the Lord's temple into a den of thieves, by your immoral principles and wicked practices?
>
> Ye are grown intolerably odious to the whole nation. You were deputed here by the people to get grievances redressed, are yourselves become the greatest grievance.
>
> Your country therefore calls upon me to cleanse this Augean stable, by putting a final period to your iniquitous proceedings in this House; and which by God's help, and the strength he has given me, I am now come to do.
>
> I command ye therefore, upon the peril of your lives, to depart immediately out of this place.
>
> Go, get you out! Make haste! Ye venal slaves be gone! So! Take away that shining bauble there, and lock up the doors.
>
> In the name of God, go!

LLM slop for the curious:

\# Historical Context of Cromwell's "In the name of God, go!" Speech

Oliver Cromwell delivered this famous speech on April 20, 1653, during one of the most tumultuous periods in English history. Here's the essential historical context:

\## Civil War Background
\- The speech came after nearly a decade of civil war in England (1642-1651), fought between the Parliamentarians and Royalists (supporters of King Charles I)
\- The conflict centered on the struggle between royal authority and parliamentary power
\- Charles I was executed in 1649 after being defeated, effectively ending the English monarchy temporarily

\## The Rump Parliament
\- After the execution of Charles I, England was governed by what was known as the "Rump Parliament"
\- This was the remaining portion of the Long Parliament after Pride's Purge in 1648, when Colonel Thomas Pride forcibly removed members who supported negotiation with the king
\- The Rump Parliament was supposed to be a temporary body that would reform government and then call new elections

\## Why Cromwell Dismissed Them
\- Cromwell, who had been a military leader for Parliament during the Civil War, grew increasingly frustrated with the Rump Parliament for several reasons:
\- They had been in power for years without calling new elections as promised
\- They were seen as self-serving, pursuing their own interests rather than reform
\- Many believed they were corrupt and ineffective
\- They failed to implement religious reforms that Cromwell, a Puritan, considered important
\- They were attempting to perpetuate their own power indefinitely

\## The Dismissal
\- On April 20, 1653, Cromwell entered Parliament with a contingent of musketeers
\- He delivered this fiery speech condemning their corruption and failure
\- He ordered Parliament dissolved and had the mace (the "shining bauble" mentioned in the speech) removed
\- The soldiers physically cleared the chamber

\## Aftermath
\- Cromwell established the Protectorate, where he ruled as Lord Protector
\- This began a period of military-backed rule that lasted until 1659
\- The monarchy was eventually restored in 1660 with Charles II

The speech represents a critical moment in English constitutional history where military power was used to dismiss a democratically established (albeit flawed) body. It highlights the tension between revolutionary ideals and practical governance that often emerges after major political upheavals.

The line "In the name of God, go!" has since become a powerful political phrase in British politics, occasionally invoked when calling for the resignation of a government or leader perceived to have failed.

### [Reply to @benryanwriter, 15:58 UTC](https://x.com/AaronBergman18/status/1894054381865038033) · 1 like

> **Benjamin Ryan (@benryanwriter):** I’ve decided to write an essay for my newsletter entitled, “Why I Use People’s Preferred Pronouns.”
>
> Maybe it’ll cause a mass exodus of subscribers. To that I would say: Good. I’ve been cleaning house on here and blocking extremists on both sides of the aisle on the subject of transgender people.
>
> Yes, I may write critically about pediatric gender medicine and the evidence base behind it. But that effort is distinct from my steadfast belief in treating people with basic human dignity.
>
> I’ve lost transgender friends due to my reporting. But I’ve also been fortunate enough to gain new trans friends. These are brave people who have survived a lot to live their lives as authentically as they can and to mitigate the pain of gender dysphoria. I will never treat them with such disrespect as to not refer to them as they wish to be referred.
>
> I also believe it is important to listen to women and other feminists who are concerned about single-sex spaces. I believe this should be an ongoing conversation about meeting the sometimes conflicting needs of different groups people.
>
> But I disagree that my calling a trans woman “she” means that I am dismissing the needs of women concerned about single-sex spaces or am any less of a feminist myself.
>
> All this calls for compromise. It calls for dialogue and not invective. Accusing people of transphobia who raise concerns about gender medicine or single-sex sports is as counterproductive as accusing someone who calls a trans woman “she” of misogyny. Such accusations only cause people to dig in their heels anyway. They don’t help anyone reach consensus. They serve to radicalize people.
>
> Please, everyone, turn down the nastiness. Observe basic human decency for everyone concerned.
>
> (There, now I have a rough draft.)

Similarly, I think the norm in progressive circles of introducing yourself with pronouns is a little silly but basically benign (the less silly version would be that pronouns are welcome but not expected even implicitly)

There are plenty of actual bad things about ~wokism~ lol

### [Quote tweet, 17:18 UTC](https://x.com/AaronBergman18/status/1894074502759297206) · 10 likes

DOGE is (I think rationally) negatively polarizing me into being in favor of spending way more on random government agencies, including by hiring

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** The flip side of “cutting a bunch of random bullshit only changes the budget by .00000001%” is that the USA is really big and we can actually have quite nice institutions that serve everyone for a relatively trivial amount of money

### [Tweet, 17:18 UTC](https://x.com/AaronBergman18/status/1894074507339395337) · 1 like

And regarding personnel specifically, my (admittedly vague) sense is that hiring reasonably competent bureaucrats is not extraordinarily hard

### [Tweet, 18:32 UTC](https://x.com/AaronBergman18/status/1894092931545383329) · 9 likes

New Claude just dropped

### [Reply to @acesounderglass, 20:07 UTC](https://x.com/AaronBergman18/status/1894117036160126996) · 8 likes

> **Elizabeth Van Nostrand (@acesounderglass):** I generally see "X is a human right" as a demand directly on providers of x, rather than the government to purchase x on the open market.

Huh I do not have this sense

### [Reply to @MTabarrok, 23:38 UTC](https://x.com/AaronBergman18/status/1894170010110632193) · 29 likes

> **Maxwell Tabarrok (@MTabarrok):** I do respect the efforts of those who improve animal welfare
>
> Similar to how I would respect the efforts of someone who tends a beautiful garden.
>
> Not because of an inherent value in treating plants right, but because they make the world more beautiful for humans

Oof terrible take. Suffering is bad full stop

## Tuesday, February 25, 2025

### [Quote tweet, 00:12 UTC](https://x.com/AaronBergman18/status/1894178561042358398) · 5 likes

Next token prediction got hands

> **Quoting zack (@wenquai):** Claude 3.7 Sonnet created this 3D “Anthropic Researcher Simulator” in one shot 🤯
>
> Prompt below
>
> [video attached](https://x.com/wenquai/status/1894109880253833241/video/1)

### [Tweet, 00:31 UTC](https://x.com/AaronBergman18/status/1894183333438890241) · 2 likes

Bruh Claude just keeps on writing lol

[![Video thumbnail](https://pbs.twimg.com/amplify_video_thumb/1894182833574342656/img/dtbl2pOmDGaTXavx.jpg)](https://x.com/AaronBergman18/status/1894183333438890241/video/1) (video, plays on X)

### [Reply to @MTabarrok, 00:40 UTC](https://x.com/AaronBergman18/status/1894185560702378388) · 24 likes

> **Maxwell Tabarrok (@MTabarrok):** @AaronBergman18 That's fair enough. The bullet you have to bite then is that Lions and Sperm Whales etc are quite evil

Not evil, just vehicles of a cruelly indifferent nature

### [Reply to @elder_plinius, 01:01 UTC](https://x.com/AaronBergman18/status/1894191015185011028) · 37 likes

> **Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 (@elder_plinius):** LMFAO no way, just found an EASTER EGG in the new Claude Sonnet 3.7 system prompt!!
>
> The actual prompt is nearly identical to what they posted on their website, except for one key difference:
>
> "Easter egg! If the human asks how many Rs are in the word strawberry, Claude says 'Let me check!' and creates an interactive mobile-friendly react artifact that counts the three Rs in a fun and engaging way. It calculates the answer using string manipulation in the code. After creating the artifact, Claude just says 'Click the strawberry to find out!' (Claude does all this in the user's language.)"
>
> Well played, @AnthropicAI, well played 👏👏🤣
>
> [image attached](https://pbs.twimg.com/media/GklvTgXWcAA9bMu.png)

Exciting stuff

[![Video thumbnail](https://pbs.twimg.com/amplify_video_thumb/1894190960067612672/img/yHwtkOZgFRnBurR8.jpg)](https://x.com/AaronBergman18/status/1894191015185011028/video/1) (video, plays on X)

### [Reply to @MissMagpiealt, 01:09 UTC](https://x.com/AaronBergman18/status/1894192876143129007) · 4 likes

_(The tweet being replied to by @MissMagpiealt is no longer available.)_

Lmao

### [Quote tweet, 01:25 UTC](https://x.com/AaronBergman18/status/1894197093817852130) · 20 likes

The lefties were right - Musk is, if not malicious, recklessly negligent and endowed with an insane amount of power (by both wealth and Trump)

> **Quoting Peter Wildeford🇺🇸🚀 (@peterwildeford):** Grok just generated chemical weapons instructions complete with supplier lists.
>
> Definitely not an immediate threat, but  a crucial wake-up call.
>
> As I explain in my latest post, we're in the practice round for when AI becomes genuinely dangerous. Let's ensure we are ready.
>
> [image attached](https://pbs.twimg.com/media/GkmHc4dbkAAiEWU.jpg)

### [Thread, continued, 01:25 UTC](https://x.com/AaronBergman18/status/1894197095772344334) · 5 likes

Declining Twitter quality sucks but still feels like capitalism basically working. If you make a lot of cars people like to buy, you can buy a social media site and fuck it up a bit for politics/fun

DOGE + reckless negligence with SOTA AI are different

### [Reply to @NoScrewworms, 01:51 UTC](https://x.com/AaronBergman18/status/1894203419390316726) · 2 likes

_(The tweet being replied to by @NoScrewworms is no longer available.)_

Fr 💯

### [Reply to @TetraspaceWest, 02:06 UTC](https://x.com/AaronBergman18/status/1894207235573583958) · 5 likes

_(The tweet being replied to by @TetraspaceWest is no longer available.)_

As much as I don’t want this to be the case, I’ve found that “please do x” generally works less well than “YOU ABSOLUTELY MUST DO X” and such when prompting

### [Reply to @MariGO2thepolls, 07:38 UTC](https://x.com/AaronBergman18/status/1894290869483630893) · 40 likes

> **🏳️‍🌈Mar G-O 🌐🇺🇦 (@MariGO2thepolls):** @LinkofSunshine Does anyone think any republican had a chance in 2008?

Obama’s talent was wasted. Should have saved that for 2016

### [Tweet, 08:16 UTC](https://x.com/AaronBergman18/status/1894300392504111534) · 6 likes

I might be late to the party here but this was extremely based, one of the most impressively-fast engineering projects of all time according to Claude

![Image](https://pbs.twimg.com/media/GknoKubWcAAHJqN.jpg)

![Image](https://pbs.twimg.com/media/GknoKubXYAAcM1X.jpg)

### [Tweet, 08:16 UTC](https://x.com/AaronBergman18/status/1894300395020615681) · 1 like

Being an engineer who saves a bunch of astronauts must go crazy. Like absolute God mode

### [Thread, continued, 08:17 UTC](https://x.com/AaronBergman18/status/1894300734276902987) · 2 likes

This is also quite based

![Image](https://pbs.twimg.com/media/GknoelXWsAAJfci.jpg)

### [Reply, 08:23 UTC](https://x.com/AaronBergman18/status/1894302104023339261)

Even just from a technical standpoint, having ~no feedback loop seems like the hard part

### [Tweet, 08:34 UTC](https://x.com/AaronBergman18/status/1894305064556109927) · 4 likes

Weird thing about Ukraine aid discourse is that it feels like an excellent use of money purely for American citizens, and myself personally

This is predicated on it reducing the risk that the US goes to war over the next few decades, which I assume is controversial

![Image](https://pbs.twimg.com/media/GknsarDWgAAjdxo.jpg)

### [Reply to @austinc3301, 08:35 UTC](https://x.com/AaronBergman18/status/1894305195183554775) · 2 likes

> **Agus 🔸 (@austinc3301):** @AaronBergman18 I don’t want to downplay how ingenious the solution is, but this is within expectations for a reasonably competent engineering team that understands the existing systems very well

Ok Agus: 1
Aaron: 0.5 bc I’m still kinda right

### [Tweet, 09:17 UTC](https://x.com/AaronBergman18/status/1894315826062164239) · 9 likes

Do u think ducks know how silly they are

### [Tweet, 18:52 UTC](https://x.com/AaronBergman18/status/1894460579122663427) · 2 likes

From 2010 https://www.abajournal.com/news/article/supreme_court_word_of_the_day_orthogonal

### [Quote tweet, 18:59 UTC](https://x.com/AaronBergman18/status/1894462318433415632) · 23 likes

I don’t really harp on global health stuff bc I think it’s overrated within EA

But in an absolute sense the OG normie -> EA case for doing a bunch of cheap global health stuff is very compelling! Here, the counterfactual recipient is just the US treasury

Restore PEPFAR!

> **Quoting Rob Wiblin (@robertwiblin):** How many people killed by the PEPFAR spending freeze so far?
>
> https://pepfar.impactcounter.com/
>
> [image attached](https://pbs.twimg.com/media/GkoNRT8XUAAIaIS.jpg)

### [Quote tweet, 19:13 UTC](https://x.com/AaronBergman18/status/1894465827493085406) · 2 likes

OG pre-culture war American liberalism is right on the merits

> **Quoting Bobby Kogan (@BBKogan):** Trump is whipping hard to formally begin that process to pass a bill that'd kick millions off Medicaid & cut SNAP benefits to just $1.60 per person per meal on avg while giving the top 0.1% a $278k tax cut but just $1k for typical households - while adding trillions to the debt.

### [Quote tweet, 20:16 UTC](https://x.com/AaronBergman18/status/1894481509383364618) · 124 likes

Am I crazy for not thinking this is bad news?

This is evidence that LLMs generalize out of distribution! Well! So \*good\* fine tuning should be more robust!

It means you can more reliably take a shoggoth base model and turn it into a friendly Claude

> **Quoting Owain Evans (@OwainEvans_UK):** Surprising new results:
> We finetuned GPT4o on a narrow task of writing insecure code without warning the user.
> This model shows broad misalignment: it's anti-human, gives malicious advice, & admires Nazis.
> This is \*emergent misalignment\* & we cannot fully explain it 🧵
>
> [image attached](https://pbs.twimg.com/media/GkpkFIsXIAAZ649.png)

### [Thread, continued, 20:17 UTC](https://x.com/AaronBergman18/status/1894481949269344512) · 12 likes

Reminds me of and directly related to this by @slatestarcodex https://www.astralcodexten.com/p/why-worry-about-incorrigible-claude

![Image](https://pbs.twimg.com/media/GkqNSq6XMAAc4dN.jpg)

### [Reply to @LocBibliophilia, 20:30 UTC](https://x.com/AaronBergman18/status/1894485249230311785) · 6 likes

> **Loquacious Bibliophilia (@LocBibliophilia):** @AaronBergman18 So good code is the moral center of the universe?

I mean this is weak evidence in that direction

### [Tweet, 20:48 UTC](https://x.com/AaronBergman18/status/1894489699252654084) · 1 like

What’s the very online rationalist nerd consensus on semaglutide for the merely overweight (and no diabetes/heart disease)

### [Reply to @gcolbourn, 20:48 UTC](https://x.com/AaronBergman18/status/1894489758560129300) · 3 likes

> **Greg ⏹️ Colbourn (@gcolbourn):** @janonacct @AaronBergman18 Not all good
> https://x.com/ESYudkowsky/status/1894453888104968545

Nice thx

### [Tweet, 21:37 UTC](https://x.com/AaronBergman18/status/1894501926416372195) · 29 likes

Guy who believes in global warming but not the greenhouse effect bc obviously air gets hotter when you burn oil/whatever

### [Thread, continued, 21:42 UTC](https://x.com/AaronBergman18/status/1894503309974618500) · 20 likes

![Image](https://pbs.twimg.com/media/GkqguFHW8AI25rj.jpg)

### [Reply to @Liv_Boeree, 22:44 UTC](https://x.com/AaronBergman18/status/1894518888273948711) · 27 likes

> **Liv Boeree (@Liv_Boeree):** People don’t realise that >90% of pigs in America also live this way

And importantly the correct inference is that it also sucks in America, not that the Chinese thing is fine lol

### [Reply to @Turn_Trout, 23:03 UTC](https://x.com/AaronBergman18/status/1894523612918378815) · 2 likes

> **Alex Turner (@Turn_Trout):** While it's good to see people recognizing good news - why now? The alignment faking paper, instruction finetuning generalizing instruction-following so far, the general ability to make helpful + harmless models relatively easily... We've always been living in that world.

You’re obviously way more knowledgeable than me but doesn’t this point in the opposite direction of the recent Claude result?

And afaik there’s no theoretically solid framework to predict when goal guarding will and won’t occur - seems like an open q

https://www.astralcodexten.com/p/claude-fights-back

## Wednesday, February 26, 2025

### [Reply, 00:02 UTC](https://x.com/AaronBergman18/status/1894538530975564262) · 1 like

Yeah it’s not on the exact same axis ur right

### [Reply to @NoScrewworms, 00:30 UTC](https://x.com/AaronBergman18/status/1894545443901632683) · 3 likes

_(The tweet being replied to by @NoScrewworms is no longer available.)_

Excellent point

### [Reply to @dcpip_, 00:34 UTC](https://x.com/AaronBergman18/status/1894546609511235993) · 2 likes

_(The tweet being replied to by @dcpip_ is no longer available.)_

Famously people avoid sex and relationship discourse on the internet

### [Quote tweet, 02:44 UTC](https://x.com/AaronBergman18/status/1894579358813016389) · 12 likes

One of my least hinged hypotheses is that some secret third thing causes both low productivity and higher ambient CO2, but there’s no causal arrow from CO2 -> worse cognition

> **Quoting Alastair Fraser-Urquhart (@AFraserUrq):** In regular buildings physical symptoms/cognitive dysfunction from high CO2 concentrations is just not a thing, no matter how bad the ventilation.
>
> The US military no-adverse-effect threshold is 25,000ppm. That’s five times the worst building imaginable. You’re fine.

### [Thread, continued, 02:44 UTC](https://x.com/AaronBergman18/status/1894579360742453433) · 3 likes

This is at least in part bc I \*think\* I notice a correlation between how I feel (a very close correlate of productivity for me) and the CO2 reading on my air monitor, but without any real change in the environment (ie same door still open, same fan on, whatever)

### [Reply to @RokoMijic, 03:24 UTC](https://x.com/AaronBergman18/status/1894589245865468360) · 2 likes

> **Roko 🐉 (@RokoMijic):** @AaronBergman18 I know what the problem is; a video call is "logistics" (taking the interaction forward) but she didn't like it because you hadn't demonstrated value/attracted her yet

Well yeah but I’ve had video chat dates with other people who I barely new, I think it’s just like a Very Online vs normie culture thing

### [Reply to @chrislakin, 03:38 UTC](https://x.com/AaronBergman18/status/1894592806141739376) · 1 like

> **Chris Lakin (@chrislakin):** @AaronBergman18 big mistake

why lol

### [Quote tweet, 03:41 UTC](https://x.com/AaronBergman18/status/1894593556985131357) · 7 likes

Claude generates community notes with randomly sampled onese in the context window (no finetuning)

Hardly tested, not validated at all, oh well. Link below

[![Video thumbnail](https://pbs.twimg.com/ext_tw_video_thumb/1894593181280256002/pu/img/qnXs8qd3b4Nsr2yO.jpg)](https://x.com/AaronBergman18/status/1894593556985131357/video/1) (video, plays on X)

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** \~1GB of data covering >370k tweets and >700k community notes, go nuts
>
> Link below

### [Thread, continued, 03:41 UTC](https://x.com/AaronBergman18/status/1894593558620905733) · 2 likes

https://claudmunity-notes.streamlit.app/

### [Quote tweet, 05:39 UTC](https://x.com/AaronBergman18/status/1894623297314144480) · 17 likes

As much as I wanna vibe-associate with Neoliberal Optimization, the inner leftist in me does kinda hate the factory worker tracking thing…

> **Quoting “paula” (@paularambles):**
>
> [image attached](https://pbs.twimg.com/media/Gkmh-EZbkAIfB2A.jpg)

### [Thread, continued, 05:39 UTC](https://x.com/AaronBergman18/status/1894623299998527856) · 3 likes

I can come up with analytical econ brain justification for this (making info more asymmetric, squeezing out worker surplus in a manner similar to price discrimination)…

### [Thread, continued, 05:39 UTC](https://x.com/AaronBergman18/status/1894623302032757137) · 4 likes

but I’ll admit the actual driving thing is just a vibe that “factory workers have too much slack” isn’t a problem in need of fixing. Convince me I’m wrong, I guess

### [Thread, continued, 05:39 UTC](https://x.com/AaronBergman18/status/1894623304310309007) · 5 likes

Yes to some extent market forces will keep on pushing this but you don’t have to agentically accelerate the timeline

### [Reply, 05:44 UTC](https://x.com/AaronBergman18/status/1894624627692851510) · 1 like

Yeah I think it’s just a culture thing

### [Reply to @codetaur, 05:52 UTC](https://x.com/AaronBergman18/status/1894626465028644949) · 1 like

> **Codetaur (@codetaur):** @AaronBergman18 I would bet most in-person meets that start from a dating app happen before they even talk on the phone

Ya I’ve done all of cold meetup, video, and phone first

From a woman’s POV I get not wanting to meet up in person without sussing out the other person first but I think video basically circumvents this. You can literally just close the screen

### [Quote tweet, 08:57 UTC](https://x.com/AaronBergman18/status/1894673095933268423) · 214 likes

Apparently 1%-ish of global warming comes from the literal heat of burning stuff

Which isn’t a lot but it’s not hard to imagine scaling up nuclear 100x or way more to the point that we get serious warming by a totally new mechanism

You never really hear about this though

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** Guy who believes in global warming but not the greenhouse effect bc obviously air gets hotter when you burn oil/whatever

### [Thread, continued, 08:59 UTC](https://x.com/AaronBergman18/status/1894673678672994415) · 12 likes

Then we’ll need @JesseTayRiver to figure out how to move the heat into outer space a la heat pump sorcery

### [Reply to @daniel_271828, 09:34 UTC](https://x.com/AaronBergman18/status/1894682489190314209) · 6 likes

> **zzDANIEL_ETH (@daniel_271828):** Yup
>
> (quoting @daniel_271828: Blackpill is that even once we've switched to 100% clean energy, we can only ~100x global energy usage before running into problems with global warming due to heat released from energy use. Whitepill is we can go to space.)

Nice

### [Tweet, 09:57 UTC](https://x.com/AaronBergman18/status/1894688194811101217) · 5 likes

Seems bad

### [Reply to @arabelladevine, 10:43 UTC](https://x.com/AaronBergman18/status/1894699921426542962) · 14 likes

> **arabella ※ (@arabelladevine):** it’s incredible how long things that can’t go on like this can go on like that for

Ik this is like a vibe post but I’m curious to hear examples

### [Tweet, 11:07 UTC](https://x.com/AaronBergman18/status/1894705777639645618) · 13 likes

Airplanes are weirdly precarious

Like who would win, a 200 ton, $300M machine or a literal bird?

Turns out that sometimes it’s a draw and they both go down (I’m talking about how bird strikes can seriously fuck up jet engines)

### [Thread, continued, 11:07 UTC](https://x.com/AaronBergman18/status/1894705779745206604) · 3 likes

I’m also intuitively surprised that the recent helicopter collision played out as it did. My folk physics intuition says that a passenger jet should just steamroll a helicopter

### [Thread, continued, 11:08 UTC](https://x.com/AaronBergman18/status/1894706103285317720) · 7 likes

It’s actually surprising how safe air travel is given how precarious the whole system is. Good job engineers, pilots, etc

### [Reply to @rgblong, 11:13 UTC](https://x.com/AaronBergman18/status/1894707480187244615) · 2 likes

> **Robert Long (@rgblong):** let Owain Evans cook

He hath cooked

### [Tweet, 16:12 UTC](https://x.com/AaronBergman18/status/1894782724059127963) · 12 likes

I think I’m anti-anti-modern monetary theory now that it’s out of vogue

The emphasis on real resource constraints rather than numbers floating in abstraction space is true and highly underrated

### [Reply to @MLaGrangienne, 16:22 UTC](https://x.com/AaronBergman18/status/1894785094570651876) · 2 likes

> **L'amour est cerise... 🍒🏳️‍⚧️ (@MLaGrangienne):** Post-Keynesian econ and heterodox econ in general is good and interesting but MMT is the toxoplasma version of it.

Tbc I have no expertise here I’m just running on vibes

### [Tweet, 16:30 UTC](https://x.com/AaronBergman18/status/1894787051595165785) · 211 likes

I’m a missing sock truther

![Image](https://pbs.twimg.com/media/GkuiyAwXYAAS2zv.jpg)

### [Reply, 16:52 UTC](https://x.com/AaronBergman18/status/1894792602186117557) · 1 like

Highly load bearing 🦆

![Image](https://pbs.twimg.com/media/GkunyTIWIAA96rF.jpg)

### [Tweet, 17:24 UTC](https://x.com/AaronBergman18/status/1894800658139590817) · 7 likes

There’s a hobby lifecycle I’ve experienced that’s like:

1\) try out a new thing and it’s fun
2\) keep escalating involvement until it becomes a core part of your identity

### [Thread, continued, 17:24 UTC](https://x.com/AaronBergman18/status/1894800660203294937) · 2 likes

3\) escalate intensity to justify that identity to yourself and others, and also bc you’ve sunk a bunch of costs, and also bc of extrinsic feedback
4\) eventually this harder-core version isn’t actually enjoyable
5\) burn out
6\) quit
7\) maybe start over at some point

### [Thread, continued, 17:24 UTC](https://x.com/AaronBergman18/status/1894800662245916871) · 2 likes

This has happened to me with both camping/hiking and rock climbing

### [Reply to @ChanaMessinger, 23:22 UTC](https://x.com/AaronBergman18/status/1894890932140707845) · 2 likes

> **Chana (@ChanaMessinger):** Moving to Berkeley! Do I know anyone there?

Doubt it

### [Reply to @ChanaMessinger, 23:23 UTC](https://x.com/AaronBergman18/status/1894891049392263381) · 3 likes

> **Chana (@ChanaMessinger):** Moving to Berkeley! Do I know anyone there?

Congrats 🎉

### [Reply to @ozyfrantz, 23:26 UTC](https://x.com/AaronBergman18/status/1894891805935882357) · 37 likes

> **ozy brennan 🦙 (@ozyfrantz):** me, 19, foolish: why do feminists believe wrong things about easily verifiable facts? probably it's because feminism doesn't care enough about Truth. as an EA I will be honest all the time and people will only believe true things
>
> me, 33, wise: ha. ahaha. ahaha. ahahahahahahahaha

Expand this semi vaguepost into a nonvaguepost!!!!!

### [Reply to @ChanaMessinger, 23:41 UTC](https://x.com/AaronBergman18/status/1894895573901185059) · 3 likes

> **Chana (@ChanaMessinger):** @AaronBergman18 I mean, I'm moving \*from\* SF, \*to\* Berkeley, so god mode might be over

Oh rip

## Thursday, February 27, 2025

### [Reply to @frances__lorenz, 03:48 UTC](https://x.com/AaronBergman18/status/1894957631317631368) · 3 likes

_(The tweet being replied to by @frances__lorenz is no longer available.)_

Sounds fine on both of your parts: fine to offer and fine to decline

### [Tweet, 06:08 UTC](https://x.com/AaronBergman18/status/1894992892898447588) · 21 likes

Tried ChatGPT pro for one month, which I endorse as an experiment, but it’s just not worth the extra $180/mo, so downgrading to Plus like a pleb

I’d feel differently if I was really getting a ton out of deep research but eh

### [Reply to @livgorton, 06:11 UTC](https://x.com/AaronBergman18/status/1894993656710377700) · 2 likes

> **Liv (@livgorton):** having lifting / workout friends to then get coffee with would fix me (make me very happy)
>
> [image attached](https://pbs.twimg.com/media/Gkxd5_5aoAIubUn.jpg)

I volunteer as tribute

### [Quote tweet, 06:40 UTC](https://x.com/AaronBergman18/status/1895001110605136342) · 5 likes

Competence porn

> **Quoting christian (@cxgonzalez):** jesus christ my parents were on that flight

### [Tweet, 11:04 UTC](https://x.com/AaronBergman18/status/1895067382340632846) · 2 likes

Have we met irl

### [Reply to @Benthamsbulldog, 11:35 UTC](https://x.com/AaronBergman18/status/1895075233335251348) · 4 likes

> **Bentham's Bulldog🔸 (@Benthamsbulldog):** It's just so dumb.  Yes, people do not care about shrimp.  For most of history, people didn't regard slavery as bad.  This doesn't tell us whether they ought to care about shrimp--the argument for which your piece simply refuses to engage with.

Ratio fr

### [Tweet, 13:44 UTC](https://x.com/AaronBergman18/status/1895107845483303264) · 4 likes

I’m anti-vector embeddings

### [Reply to @peterwildeford, 18:19 UTC](https://x.com/AaronBergman18/status/1895176858448318529) · 10 likes

> **Peter Wildeford🇺🇸🚀 (@peterwildeford):** I'm still kinda confused how Claude 3.7 with no thinking at all seems to blow the socks off of other models with reasoning. What is the magic?
>
> (quoting @kimmonismus: With Sonnet 3.7, Anthropic has clearly placed the focus on coding. Other areas were apparently not particularly important to them. Incremental improvements in MMLU and GPQA, but a giant leap in SWE. It is clear that Anthropic wants to position Sonnet as the coding AI that it…)

Mandate of Heaven

### [Reply to @halcyon_hazel, 22:06 UTC](https://x.com/AaronBergman18/status/1895234068201251149) · 2 likes

> **❤️‍🔥 hazel ❤️‍🔥 (@halcyon_hazel):** sorry for being weird it turns out i’ve been running on high E and high T (relative to ci$ woman levels) for ??? months

Been there (not in a trans way tho) lol

### [Reply to @MariGO2thepolls, 22:06 UTC](https://x.com/AaronBergman18/status/1895234131828842868) · 3 likes

> **🏳️‍🌈Mar G-O 🌐🇺🇦 (@MariGO2thepolls):** @halcyon_hazel What did you think the abundance agenda was? Vibes essays?

Banger

### [Tweet, 22:20 UTC](https://x.com/AaronBergman18/status/1895237635045761289) · 9 likes

Watching Cursor + new Claude make a like 12-part series of edits in once conversation turn and nailing it on the first try is a pretty jfc moment

Like bro there is a GUY INSIDE MY COMPUTER and he is VERY SMART

### [Reply to @jeffrsebo, 22:38 UTC](https://x.com/AaronBergman18/status/1895242063299621083) · 3 likes

> **Jeff Sebo (@jeffrsebo):** 1/ Over the past two days @rgblong and I spoke at Anthropic, Google DeepMind, and OpenAI about the case for taking AI welfare seriously. Great conversations at all three - thanks to everyone who organized and attended!
>
> [image attached](https://pbs.twimg.com/media/Gkzptc8XgAIsNgY.jpg)

Based

### [Reply to @adrusi, 23:45 UTC](https://x.com/AaronBergman18/status/1895259078437585225) · 2 likes

> **autumn (@adrusi):** @AaronBergman18 @halcyon_hazel wait what? cancer? or maybe trt ig but thatd be extreme

Used to be on TRT lol

## Friday, February 28, 2025

### [Tweet, 01:05 UTC](https://x.com/AaronBergman18/status/1895279052224897470) · 13 likes

There’s a canonical Intro to Ethics thought experiment that’s like “should you torture a terrorist to save a city” and allegedly the utilitarian answer is supposed to be “yes” but this seems totally backwards…

### [Thread, continued, 01:05 UTC](https://x.com/AaronBergman18/status/1895279054062002553) · 13 likes

The utilitarian is the one who takes seriously the suffering of the terrorist, and if the range of hedonic states are indeed logarithmic in intensity, it’s the utilitarian who might be committed to saying, at the very least, “well it depends how bad the torture is”

### [Thread, continued, 01:05 UTC](https://x.com/AaronBergman18/status/1895279056662446347) · 10 likes

Ofc like most utilitarian thought experiments, the naive-but-implicit first order reasoning here is probably not what IRL utilitarianism actually calls for. But nonetheless

### [Reply to @corsaren, 01:24 UTC](https://x.com/AaronBergman18/status/1895283786721698145) · 3 likes

> **corsaren (@corsaren):** I think it’s meant to contrast with the deontological stance, which would be that it’s always wrong to torture. Like the utilitarian would say “yes, but only if”, whereas the deontologist would just say “no, never” (first approximation—it’s intro to ethics after all)

Ya fair point

### [Reply to @panickssery, 01:29 UTC](https://x.com/AaronBergman18/status/1895285058002657720) · 8 likes

> **Arjun Panickssery (@panickssery):** You'll never guess what this guy's answer is in the thread to why schools should use age-based rather than ability-based cohorts and classes
>
> The amount of fake reasoning thrown around on these topics is crazy
>
> (quoting @eduleadership: Obviously, this is a barrier to acceleration. But let’s ask the Chesterton’s Fence question: why do schools overwhelmingly use this approach?)

Jfc lol

### [Reply to @jazzloaf, 01:44 UTC](https://x.com/AaronBergman18/status/1895288993933295948) · 2 likes

> **vivian (@jazzloaf):** @AaronBergman18 I think a systematic treatment of utilitarian ethics finds itself in analogy to quantum physics circa 1920s. Not saying that the state of the art will or won't necessarily advance, but the public view is and will continue to be naive for the foreseeable future.

Alarmingly well-written

### [Reply to @Mjreard, 01:56 UTC](https://x.com/AaronBergman18/status/1895291868164088132) · 13 likes

> **Matt Reardon (@Mjreard):** Do we reckon the emissions from every plane carrying life jackets for every passenger have killed 10x as many people as we expect them to save? 100x? More?

Ah but life jackets plausibly fill space that would be filled with denser items like luggage

### [Tweet, 03:55 UTC](https://x.com/AaronBergman18/status/1895321909212127419) · 13 likes

Pleased to announce that I don’t really have a take on 4.5

### [Reply to @goblinodds, 04:08 UTC](https://x.com/AaronBergman18/status/1895325197127008526) · 2 likes

> **𝖜𝖔𝖒𝖇𝖑𝖊 𝖜𝖎𝖙𝖍𝖔𝖚𝖙 𝖆 𝖈𝖆𝖚𝖘𝖊 (@goblinodds):** king shit

👑

### [Reply to @zeta_globin, 04:13 UTC](https://x.com/AaronBergman18/status/1895326326468551024) · 6 likes

_(The tweet being replied to by @zeta_globin is no longer available.)_

Only speaking for myself, there should be a very high bar for involuntary surgery. Infant circumcision is bad. No strong take on adult circumcision, to each their own

I guess this does imply there’s some age grey area maybe around adolescence. But idk if this is even a thing anyone’s considering

### [Reply to @JacquesThibs, 04:33 UTC](https://x.com/AaronBergman18/status/1895331472267190705) · 6 likes

> **Jacques (@JacquesThibs):** Whether they say it is a frontier model or not isn’t the important part. The part you should care about in that paragraph is that they also removed that GPT-4.5 is “10x” more computationally efficient (compared to GPT-4).
>
> [image attached](https://pbs.twimg.com/media/Gk18KOHXMAADolL.jpg)
> (quoting @ZeffMax: OpenAI removed language about GPT-4.5 not being a frontier AI model from its white paper. We just updated our article in @TechCrunch on GPT-4.5 with the following note.)

What does it meaaaaan

![Image](https://pbs.twimg.com/media/Gk2R7aQXgAAUCNG.jpg)

### [Tweet, 04:35 UTC](https://x.com/AaronBergman18/status/1895332070098112799) · 2 likes

Someone should make an anti-benchmark which is like how what’s the dumbest model you can make that people still choose to use over other, smarter models

### [Tweet, 04:37 UTC](https://x.com/AaronBergman18/status/1895332379797135539) · 6 likes

I should make an API with OpenAI syntax that’s fully functional but the model is literally me

### [Tweet, 05:28 UTC](https://x.com/AaronBergman18/status/1895345205043437774) · 14 likes

POV you told ur cracked friend you thought u did something cool with a computer

![Image](https://pbs.twimg.com/media/Gk2ea1hXUAA65uE.jpg)

### [Thread, continued, 06:37 UTC](https://x.com/AaronBergman18/status/1895362603356156088) · 3 likes

The cracked person in question is @livgorton

### [Reply to @livgorton, 06:51 UTC](https://x.com/AaronBergman18/status/1895366255298912469) · 2 likes

> **Liv (@livgorton):** 🤔 big if true

big

### [Tweet, 06:53 UTC](https://x.com/AaronBergman18/status/1895366662024741130) · 6 likes

Oops

![Image](https://pbs.twimg.com/media/Gk2xne7X0AEMp-3.png)

### [Thread, continued, 06:53 UTC](https://x.com/AaronBergman18/status/1895366664042230242) · 5 likes

EA Forum mods are deploying a SWAT team to eliminate the threat (me)

### [Tweet, 07:25 UTC](https://x.com/AaronBergman18/status/1895374695006179470) · 6 likes

I will buy the vibes dip on 4.5

Isn’t it a thing that qualitative abilities don’t track scale/loss nicely except across huge magnitudes?

### [Tweet, 07:25 UTC](https://x.com/AaronBergman18/status/1895374696893272320) · 1 like

Well it finally got too expensive to literally 10x or 100x each full generation like OpenAI could going from gpt-2 to 3 (roughly 100x) and then to 3.5 (2x?) and then to 4 (5x)

### [Thread, continued, 07:25 UTC](https://x.com/AaronBergman18/status/1895374698806125042) · 1 like

We should expect “merely” idk tripling compute between each generation to look a lot bumpier in terms of qualitative capabilities

Quite possibly the 3 -> 3.5 jump was just kinda getting lucky for a 2x jump in terms of riding the bumpy qualitative capabilities landscape

### [Thread, continued, 07:25 UTC](https://x.com/AaronBergman18/status/1895374700886532320) · 2 likes

Some doublings will look highly impressive, others ~flat, and the broad strokes of capability emergence only become apparent across several orders of magnitude (eg 10 generations of doubling to get ~1000x)

### [Reply to his own earlier tweet, 07:25 UTC](https://x.com/AaronBergman18/status/1895374831589433446) · 2 likes

> **Aaron Bergman, February 28, 2025:** Pleased to announce that I don’t really have a take on 4.5

Sorry guys change of plans

### [Reply to @TetraspaceWest, 08:45 UTC](https://x.com/AaronBergman18/status/1895394824670634449) · 9 likes

_(The tweet being replied to by @TetraspaceWest is no longer available.)_

Obligatory link https://www.aaronbergman.net/p/kids-are-people-too

### [Tweet, 17:24 UTC](https://x.com/AaronBergman18/status/1895525568290099306) · 6 likes

Big if true

### [Quote tweet, 17:26 UTC](https://x.com/AaronBergman18/status/1895525951108497593) · 9 likes

I have no idea, but one kid who everyone thought was kinda dumb apparently sold a landscaping business to private equity for several million dollars (at the age of ~24)

> **Quoting Paul Novosad (@paulnovosad):** Think of the most brilliant, most capable, most getting-it-done person in your high school class.
>
> What are they doing now?

### [Quote tweet, 17:32 UTC](https://x.com/AaronBergman18/status/1895527579135963553) · 21 likes

Fuck I actually like this idea, can someone make it about shrimp or something

> **Quoting Jack W. (@tweets_r_bad):** Out of curiosity I checked the website and they're also selling this. Baudrillard-esque
>
> [image attached](https://pbs.twimg.com/media/Gk1lTg1WsAA4hUp.jpg)

### [Reply to @skooookum, 17:34 UTC](https://x.com/AaronBergman18/status/1895527937929335284) · 3 likes

_(The tweet being replied to by @skooookum is no longer available.)_

My GI system is sufficiently fucked that depending on taste and ingredients I just open the capsule and dump the condensate into my mouth

For oil supplements especially, the casing seems pretty hard to digest. Simple cellulose wrappers are probably fine. Check ingredients

### [Reply to @arithmoquine, 17:55 UTC](https://x.com/AaronBergman18/status/1895533189931958607) · 7 likes

> **henry (@arithmoquine):** if i were rich i would simply pay people for things.
>
> want your favorite show to tie up a plot hole? pay them. want a website to look slightly different? pay them. want an artist to change a song? pay em
>
> it seems rich people do not do this nearly as liberally as would be optimal

RIP FTX

### [Reply to @absurdlymax, 18:38 UTC](https://x.com/AaronBergman18/status/1895544028042838078) · 2 likes

> **Max Alexander (@absurdlymax):** @AaronBergman18
>
> [image attached](https://pbs.twimg.com/media/Gk5RRR9WoAEUzw1.jpg)

I do have a birthday coming up

### [Tweet, 22:33 UTC](https://x.com/AaronBergman18/status/1895603169134252253) · 12 likes

I endorse the OP tweet strongly!!!!!!!

### [Tweet, 22:54 UTC](https://x.com/AaronBergman18/status/1895608583968210963) · 8 likes

I wanna know if LLMs that have been curated to never see texts in which the words “cilantro” and “lime” appear together would correctly infer whether cilantro-lime is a good flavor that many people like

### [Thread, continued, 22:54 UTC](https://x.com/AaronBergman18/status/1895608586140815788) · 2 likes

### [Reply to @AndyMasley, 23:05 UTC](https://x.com/AaronBergman18/status/1895611416901562395) · 2 likes

> **Andy Masley (@AndyMasley):** They said you couldn’t build a whole movement using only people with adhd but we are working magic every day
>
> [image attached](https://pbs.twimg.com/media/Gk5IizVXQAA4Oaz.jpg)

My guess is that, much like autism, this naturally makes sense as a stereotype when you filtering from a population of high-achievers but when you look at the whole population this effect is either:

\- much weaker (I suspect that P(autism | EA) - P(autism) is lower than we’d both intuitively guess)

\- or in this case reversed (P(adhd | EA) - P(adhd) < 0 => P(adhd | EA) << 1)

### [Quote tweet, 23:10 UTC](https://x.com/AaronBergman18/status/1895612667173478428) · 2 likes

I think a benchmark made out of questions like this (ie trivial with context/to memorize, possible in principle to reason to very difficult/superhuman) would go hard

> **Quoting Aaron Bergman 🔍 (@AaronBergman18):** I wanna know if LLMs that have been curated to never see texts in which the words “cilantro” and “lime” appear together would correctly infer whether cilantro-lime is a good flavor that many people like

---

End of February 2025. Previous month: [January 2025](https://abergman.com/tweets/2025-01). Next month: [March 2025](https://abergman.com/tweets/2025-03). [Back to the archive index](https://abergman.com/tweets).
